OpenFoodFacts dataset

Dataset info

Number of variables	175
Number of observations	500000
Missing cells	68785479 (78.6%)
Duplicate rows	2 (< 0.1%)
Total size in memory	667.6 MiB
Average record size in memory	1.4 KiB

Variables types

Numeric	83
Categorical	64
Boolean	0
Date	0
URL	7
Text (Unique)	0
Rejected	21
Unsupported	0

Warnings

Dataset has 2 (< 0.1%) duplicate rows	Warning
`-alpha-linolenic-acid_100g` has 499837 (> 99.9%) missing values	Missing
`-arachidic-acid_100g` has 499998 (> 99.9%) missing values	Missing
`-arachidonic-acid_100g` has 499993 (> 99.9%) missing values	Missing
`-behenic-acid_100g` has constant value "nan"	Rejected
`-butyric-acid_100g` has constant value "nan"	Rejected
`-capric-acid_100g` has 499997 (> 99.9%) missing values	Missing
`-caproic-acid_100g` has constant value "nan"	Rejected
`-caprylic-acid_100g` has 499999 (> 99.9%) missing values	Missing
`-cerotic-acid_100g` has 499998 (> 99.9%) missing values	Missing
`-dihomo-gamma-linolenic-acid_100g` has constant value "nan"	Rejected
`-docosahexaenoic-acid_100g` has 499934 (> 99.9%) missing values	Missing
`-eicosapentaenoic-acid_100g` has 499950 (> 99.9%) missing values	Missing
`-elaidic-acid_100g` has constant value "nan"	Rejected
`-erucic-acid_100g` has constant value "nan"	Rejected
`-fructose_100g` has 499966 (> 99.9%) missing values	Missing
`-gamma-linolenic-acid_100g` has constant value "nan"	Rejected
`-glucose_100g` has 499992 (> 99.9%) missing values	Missing
`-gondoic-acid_100g` has constant value "nan"	Rejected
`-lactose_100g` has 499875 (> 99.9%) missing values	Missing
`-lauric-acid_100g` has 499995 (> 99.9%) missing values	Missing
`-lignoceric-acid_100g` has constant value "nan"	Rejected
`-linoleic-acid_100g` has 499857 (> 99.9%) missing values	Missing
`-maltodextrins_100g` has 499991 (> 99.9%) missing values	Missing
`-maltose_100g` has 499997 (> 99.9%) missing values	Missing
`-mead-acid_100g` has constant value "nan"	Rejected
`-melissic-acid_100g` has constant value "nan"	Rejected
`-montanic-acid_100g` has constant value "nan"	Rejected
`-myristic-acid_100g` has 499999 (> 99.9%) missing values	Missing
`-nervonic-acid_100g` has constant value "nan"	Rejected
`-oleic-acid_100g` has 499998 (> 99.9%) missing values	Missing
`-palmitic-acid_100g` has 499999 (> 99.9%) missing values	Missing
`-stearic-acid_100g` has 499999 (> 99.9%) missing values	Missing
`-sucrose_100g` has 499989 (> 99.9%) missing values	Missing
`additives` has 499984 (> 99.9%) missing values	Missing
`additives_en` has a high cardinality: 35440 distinct values	Warning
`additives_en` has 339773 (68.0%) missing values	Missing
`additives_n` has 124525 (24.9%) zeros	Zeros
`additives_n` has 215248 (43.0%) missing values	Missing
`additives_tags` has a high cardinality: 35440 distinct values	Warning
`additives_tags` has 339773 (68.0%) missing values	Missing
`alcohol_100g` has 495608 (99.1%) missing values	Missing
`allergens` has a high cardinality: 13122 distinct values	Warning
`allergens` has 458506 (91.7%) missing values	Missing
`allergens_en` has constant value "nan"	Rejected
`beta-carotene_100g` has 499975 (> 99.9%) missing values	Missing
`beta-glucan_100g` has 499997 (> 99.9%) missing values	Missing
`bicarbonate_100g` has 499879 (> 99.9%) missing values	Missing
`biotin_100g` has 499807 (> 99.9%) missing values	Missing
`brands` has a high cardinality: 59675 distinct values	Warning
`brands` has 161216 (32.2%) missing values	Missing
`brands_tags` has a high cardinality: 49225 distinct values	Warning
`brands_tags` has 161242 (32.2%) missing values	Missing
`caffeine_100g` has 499921 (> 99.9%) missing values	Missing
`calcium_100g` is highly skewed (γ1 = 108.46053)	Skewed
`calcium_100g` has 49917 (10.0%) zeros	Zeros
`calcium_100g` has 361778 (72.4%) missing values	Missing
`carbohydrates_100g` is highly skewed (γ1 = 176.5444775)	Skewed
`carbohydrates_100g` has 35949 (7.2%) zeros	Zeros
`carbohydrates_100g` has 96870 (19.4%) missing values	Missing
`carbon-footprint-from-meat-or-fish_100g` is highly skewed (γ1 = 76.32300141)	Skewed
`carbon-footprint-from-meat-or-fish_100g` has 494002 (98.8%) missing values	Missing
`carbon-footprint_100g` has 499843 (> 99.9%) missing values	Missing
`carnitine_100g` has 499993 (> 99.9%) missing values	Missing
`casein_100g` has 499980 (> 99.9%) missing values	Missing
`categories` has a high cardinality: 37152 distinct values	Warning
`categories` has 327913 (65.6%) missing values	Missing
`categories_en` has a high cardinality: 25370 distinct values	Warning
`categories_en` has 327914 (65.6%) missing values	Missing
`categories_tags` has a high cardinality: 25370 distinct values	Warning
`categories_tags` has 327914 (65.6%) missing values	Missing
`chloride_100g` has 499789 (> 99.9%) missing values	Missing
`chlorophyl_100g` has constant value "nan"	Rejected
`cholesterol_100g` is highly skewed (γ1 = 159.4701788)	Skewed
`cholesterol_100g` has 87280 (17.5%) zeros	Zeros
`cholesterol_100g` has 359043 (71.8%) missing values	Missing
`choline_100g` has 499985 (> 99.9%) missing values	Missing
`chromium_100g` has 499982 (> 99.9%) missing values	Missing
`cities` has constant value "nan"	Rejected
`cities_tags` has a high cardinality: 3414 distinct values	Warning
`cities_tags` has 470245 (94.0%) missing values	Missing
`cocoa_100g` has 498545 (99.7%) missing values	Missing
`code` has a high cardinality: 499934 distinct values	Warning
`collagen-meat-protein-ratio_100g` has 499774 (> 99.9%) missing values	Missing
`copper_100g` is highly skewed (γ1 = 29.92398493)	Skewed
`copper_100g` has 497911 (99.6%) missing values	Missing
`countries` has a high cardinality: 2286 distinct values	Warning
`countries_en` has a high cardinality: 843 distinct values	Warning
`countries_tags` has a high cardinality: 843 distinct values	Warning
`created_datetime` has a high cardinality: 370880 distinct values	Warning
`creator` has a high cardinality: 5701 distinct values	Warning
`emb_codes` has a high cardinality: 9664 distinct values	Warning
`emb_codes` has 464508 (92.9%) missing values	Missing
`emb_codes_tags` has a high cardinality: 9166 distinct values	Warning
`emb_codes_tags` has 464523 (92.9%) missing values	Missing
`energy-from-fat_100g` has 499107 (99.8%) missing values	Missing
`energy_100g` is highly skewed (γ1 = 636.4361712)	Skewed
`energy_100g` has 12948 (2.6%) zeros	Zeros
`energy_100g` has 94949 (19.0%) missing values	Missing
`fat_100g` is highly skewed (γ1 = 571.3239028)	Skewed
`fat_100g` has 78426 (15.7%) zeros	Zeros
`fat_100g` has 96750 (19.4%) missing values	Missing
`fiber_100g` is highly skewed (γ1 = 172.6622117)	Skewed
`fiber_100g` has 69350 (13.9%) zeros	Zeros
`fiber_100g` has 297859 (59.6%) missing values	Missing
`first_packaging_code_geo` has a high cardinality: 2027 distinct values	Warning
`first_packaging_code_geo` has 472245 (94.4%) missing values	Missing
`fluoride_100g` has 499903 (> 99.9%) missing values	Missing
`folates_100g` is highly skewed (γ1 = 29.87310333)	Skewed
`folates_100g` has 496950 (99.4%) missing values	Missing
`fruits-vegetables-nuts-dried_100g` has 499802 (> 99.9%) missing values	Missing
`fruits-vegetables-nuts-estimate_100g` has 495149 (99.0%) missing values	Missing
`fruits-vegetables-nuts_100g` has 497886 (99.6%) missing values	Missing
`generic_name` has a high cardinality: 31923 distinct values	Warning
`generic_name` has 458005 (91.6%) missing values	Missing
`glycemic-index_100g` has 499999 (> 99.9%) missing values	Missing
`image_ingredients_small_url` has 253735 (50.7%) missing values	Missing
`image_ingredients_url` has 253735 (50.7%) missing values	Missing
`image_nutrition_small_url` has 394594 (78.9%) missing values	Missing
`image_nutrition_url` has 394594 (78.9%) missing values	Missing
`image_small_url` has 221962 (44.4%) missing values	Missing
`image_url` has 221962 (44.4%) missing values	Missing
`ingredients_from_palm_oil` has constant value "nan"	Rejected
`ingredients_from_palm_oil_n` has 215248 (43.0%) missing values	Missing
`ingredients_from_palm_oil_tags` has 495917 (99.2%) missing values	Missing
`ingredients_text` has a high cardinality: 241113 distinct values	Warning
`ingredients_text` has 215248 (43.0%) missing values	Missing
`ingredients_that_may_be_from_palm_oil` has constant value "nan"	Rejected
`ingredients_that_may_be_from_palm_oil_n` has 270972 (54.2%) zeros	Zeros
`ingredients_that_may_be_from_palm_oil_n` has 215248 (43.0%) missing values	Missing
`ingredients_that_may_be_from_palm_oil_tags` has a high cardinality: 187 distinct values	Warning
`ingredients_that_may_be_from_palm_oil_tags` has 486220 (97.2%) missing values	Missing
`inositol_100g` has 499983 (> 99.9%) missing values	Missing
`iodine_100g` has 499834 (> 99.9%) missing values	Missing
`iron_100g` is highly skewed (γ1 = 135.3848096)	Skewed
`iron_100g` has 41591 (8.3%) zeros	Zeros
`iron_100g` has 362518 (72.5%) missing values	Missing
`labels` has a high cardinality: 18338 distinct values	Warning
`labels` has 429646 (85.9%) missing values	Missing
`labels_en` has a high cardinality: 15532 distinct values	Warning
`labels_en` has 429649 (85.9%) missing values	Missing
`labels_tags` has a high cardinality: 15532 distinct values	Warning
`labels_tags` has 429649 (85.9%) missing values	Missing
`last_modified_datetime` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`last_modified_datetime` has a high cardinality: 333597 distinct values	Warning
`magnesium_100g` is highly skewed (γ1 = 32.6339589)	Skewed
`magnesium_100g` has 494112 (98.8%) missing values	Missing
`main_category` has a high cardinality: 3480 distinct values	Warning
`main_category` has 327949 (65.6%) missing values	Missing
`main_category_en` has a high cardinality: 3480 distinct values	Warning
`main_category_en` has 327949 (65.6%) missing values	Missing
`manganese_100g` is highly skewed (γ1 = 24.37713145)	Skewed
`manganese_100g` has 498339 (99.7%) missing values	Missing
`manufacturing_places` has a high cardinality: 8459 distinct values	Warning
`manufacturing_places` has 462323 (92.5%) missing values	Missing
`manufacturing_places_tags` has a high cardinality: 7682 distinct values	Warning
`manufacturing_places_tags` has 462337 (92.5%) missing values	Missing
`molybdenum_100g` has 499984 (> 99.9%) missing values	Missing
`monounsaturated-fat_100g` has 5716 (1.1%) zeros	Zeros
`monounsaturated-fat_100g` has 478259 (95.7%) missing values	Missing
`no_nutriments` has constant value "nan"	Rejected
`nova_group` has 301108 (60.2%) missing values	Missing
`nucleotides_100g` has 499992 (> 99.9%) missing values	Missing
`nutrition-score-fr_100g` has 7232 (1.4%) zeros	Zeros
`nutrition-score-fr_100g` has 364813 (73.0%) missing values	Missing
`nutrition-score-uk_100g` has 8273 (1.7%) zeros	Zeros
`nutrition-score-uk_100g` has 364813 (73.0%) missing values	Missing
`nutrition_grade_fr` has 364813 (73.0%) missing values	Missing
`omega-3-fat_100g` has 499218 (99.8%) missing values	Missing
`omega-6-fat_100g` has 499823 (> 99.9%) missing values	Missing
`omega-9-fat_100g` has 499976 (> 99.9%) missing values	Missing
`origins` has a high cardinality: 4736 distinct values	Warning
`origins` has 474962 (95.0%) missing values	Missing
`origins_tags` has a high cardinality: 4186 distinct values	Warning
`origins_tags` has 474989 (95.0%) missing values	Missing
`packaging` has a high cardinality: 17798 distinct values	Warning
`packaging` has 418252 (83.7%) missing values	Missing
`packaging_tags` has a high cardinality: 14398 distinct values	Warning
`packaging_tags` has 418254 (83.7%) missing values	Missing
`pantothenic-acid_100g` is highly skewed (γ1 = 31.33431766)	Skewed
`pantothenic-acid_100g` has 497855 (99.6%) missing values	Missing
`ph_100g` has 499936 (> 99.9%) missing values	Missing
`phosphorus_100g` is highly skewed (γ1 = 28.49758865)	Skewed
`phosphorus_100g` has 494445 (98.9%) missing values	Missing
`phylloquinone_100g` has constant value "nan"	Rejected
`polyols_100g` has 499787 (> 99.9%) missing values	Missing
`polyunsaturated-fat_100g` has 6277 (1.3%) zeros	Zeros
`polyunsaturated-fat_100g` has 478246 (95.6%) missing values	Missing
`potassium_100g` is highly skewed (γ1 = 106.6724026)	Skewed
`potassium_100g` has 475277 (95.1%) missing values	Missing
`product_name` has a high cardinality: 317339 distinct values	Warning
`product_name` has 39139 (7.8%) missing values	Missing
`proteins_100g` is highly skewed (γ1 = 412.5644813)	Skewed
`proteins_100g` has 65114 (13.0%) zeros	Zeros
`proteins_100g` has 96056 (19.2%) missing values	Missing
`purchase_places` has a high cardinality: 5140 distinct values	Warning
`purchase_places` has 444620 (88.9%) missing values	Missing
`quantity` has a high cardinality: 16502 distinct values	Warning
`quantity` has 377150 (75.4%) missing values	Missing
`salt_100g` is highly skewed (γ1 = 306.7820063)	Skewed
`salt_100g` has 47190 (9.4%) zeros	Zeros
`salt_100g` has 103288 (20.7%) missing values	Missing
`saturated-fat_100g` is highly skewed (γ1 = 378.7057219)	Skewed
`saturated-fat_100g` has 88056 (17.6%) zeros	Zeros
`saturated-fat_100g` has 122434 (24.5%) missing values	Missing
`selenium_100g` is highly skewed (γ1 = 28.08140783)	Skewed
`selenium_100g` has 498886 (99.8%) missing values	Missing
`serum-proteins_100g` has 499974 (> 99.9%) missing values	Missing
`serving_quantity` is highly skewed (γ1 = 444.4153241)	Skewed
`serving_quantity` has 289392 (57.9%) missing values	Missing
`serving_size` has a high cardinality: 24633 distinct values	Warning
`serving_size` has 289449 (57.9%) missing values	Missing
`silica_100g` has 499944 (> 99.9%) missing values	Missing
`sodium_100g` is highly skewed (γ1 = 308.6545842)	Skewed
`sodium_100g` has 47189 (9.4%) zeros	Zeros
`sodium_100g` has 103301 (20.7%) missing values	Missing
`starch_100g` has 499828 (> 99.9%) missing values	Missing
`states` has a high cardinality: 793 distinct values	Warning
`states_en` has a high cardinality: 793 distinct values	Warning
`states_tags` has a high cardinality: 793 distinct values	Warning
`stores` has a high cardinality: 4517 distinct values	Warning
`stores` has 413387 (82.7%) missing values	Missing
`sugars_100g` is highly skewed (γ1 = 156.3748014)	Skewed
`sugars_100g` has 58679 (11.7%) zeros	Zeros
`sugars_100g` has 107813 (21.6%) missing values	Missing
`taurine_100g` has 499974 (> 99.9%) missing values	Missing
`traces` has a high cardinality: 8730 distinct values	Warning
`traces` has 471511 (94.3%) missing values	Missing
`traces_en` has a high cardinality: 4579 distinct values	Warning
`traces_en` has 463221 (92.6%) missing values	Missing
`traces_tags` has a high cardinality: 4579 distinct values	Warning
`traces_tags` has 463221 (92.6%) missing values	Missing
`trans-fat_100g` is highly skewed (γ1 = 129.0727881)	Skewed
`trans-fat_100g` has 137424 (27.5%) zeros	Zeros
`trans-fat_100g` has 359714 (71.9%) missing values	Missing
`vitamin-a_100g` is highly skewed (γ1 = 311.3775883)	Skewed
`vitamin-a_100g` has 76914 (15.4%) zeros	Zeros
`vitamin-a_100g` has 365430 (73.1%) missing values	Missing
`vitamin-b12_100g` is highly skewed (γ1 = 27.22739974)	Skewed
`vitamin-b12_100g` has 495211 (99.0%) missing values	Missing
`vitamin-b1_100g` is highly skewed (γ1 = 100.2596999)	Skewed
`vitamin-b1_100g` has 489429 (97.9%) missing values	Missing
`vitamin-b2_100g` is highly skewed (γ1 = 26.12876971)	Skewed
`vitamin-b2_100g` has 489759 (98.0%) missing values	Missing
`vitamin-b6_100g` is highly skewed (γ1 = 25.26195524)	Skewed
`vitamin-b6_100g` has 493716 (98.7%) missing values	Missing
`vitamin-b9_100g` is highly skewed (γ1 = 59.52537129)	Skewed
`vitamin-b9_100g` has 495230 (99.0%) missing values	Missing
`vitamin-c_100g` is highly skewed (γ1 = 214.567111)	Skewed
`vitamin-c_100g` has 88645 (17.7%) zeros	Zeros
`vitamin-c_100g` has 362595 (72.5%) missing values	Missing
`vitamin-d_100g` is highly skewed (γ1 = 50.92381209)	Skewed
`vitamin-d_100g` has 493137 (98.6%) missing values	Missing
`vitamin-e_100g` has 499094 (99.8%) missing values	Missing
`vitamin-k_100g` is highly skewed (γ1 = 28.63537612)	Skewed
`vitamin-k_100g` has 499180 (99.8%) missing values	Missing
`vitamin-pp_100g` is highly skewed (γ1 = 48.86090719)	Skewed
`vitamin-pp_100g` has 488848 (97.8%) missing values	Missing
`water-hardness_100g` has constant value "nan"	Rejected
`zinc_100g` is highly skewed (γ1 = 48.87189598)	Skewed
`zinc_100g` has 496263 (99.3%) missing values	Missing

-alpha-linolenic-acid_100g
Numeric

Distinct count	114
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499837
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.579335031
Minimum	0
Maximum	75
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.036
Q1	0.0555
Median	0.094
Q3	0.4415
95-th percentile	5.37
Maximum	75
Range	75
Interquartile range	0.386

Descriptive statistics

Standard deviation	6.892984292
Coef of variation	4.364485152
Kurtosis	83.06579931
Mean	1.579335031
MAD	2.413463671
Skewness	8.461153648
Sum	257.43161
Variance	47.51323244
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.048	5	< 0.1%
0.042	5	< 0.1%
0.036	4	< 0.1%
0.06	3	< 0.1%
0.05	3	< 0.1%
0.075	3	< 0.1%
0.095	3	< 0.1%
0.092	3	< 0.1%
0.09	3	< 0.1%
0.052	3	< 0.1%
Other values (103)	128	< 0.1%
(Missing)	499837	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.008	1	< 0.1%
0.011	1	< 0.1%
0.01191	1	< 0.1%
0.02	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
75	1	< 0.1%
33	1	< 0.1%
22.8	1	< 0.1%
19.2	1	< 0.1%
12.62	1	< 0.1%

-arachidic-acid_100g
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499998

1111	1
0	1
(Missing)	499998

Toggle details

Common values
Composition

Value	Count	Frequency (%)
1111	1	< 0.1%
0	1	< 0.1%
(Missing)	499998	> 99.9%

Max length	6
Mean length	3.000006
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-arachidonic-acid_100g
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499993
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05001428571
Minimum	0.0061
Maximum	0.09
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.0061
5-th percentile	0.00637
Q1	0.027
Median	0.059
Q3	0.0705
95-th percentile	0.0876
Maximum	0.09
Range	0.0839
Interquartile range	0.0435

Descriptive statistics

Standard deviation	0.03309382765
Coef of variation	0.6616874994
Kurtosis	-1.21427961
Mean	0.05001428571
MAD	0.02569795918
Skewness	-0.4261429831
Sum	0.3501
Variance	0.001095201429
Memory size	3.8 MiB

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0.059	2	< 0.1%
0.047	1	< 0.1%
0.007	1	< 0.1%
0.0061	1	< 0.1%
0.082	1	< 0.1%
0.09	1	< 0.1%
(Missing)	499993	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.0061	1	< 0.1%
0.007	1	< 0.1%
0.047	1	< 0.1%
0.059	2	< 0.1%
0.082	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.09	1	< 0.1%
0.082	1	< 0.1%
0.059	2	< 0.1%
0.047	1	< 0.1%
0.007	1	< 0.1%

-behenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-butyric-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-capric-acid_100g
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499997

6.2	1
5.88	1
0.82	1
(Missing)	499997

Toggle details

Common values
Composition

Value	Count	Frequency (%)
6.2	1	< 0.1%
5.88	1	< 0.1%
0.82	1	< 0.1%
(Missing)	499997	> 99.9%

Max length	4
Mean length	3.000004
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-caproic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-caprylic-acid_100g
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499999

7.4	1
(Missing)	499999

Toggle details

Common values
Composition

Value	Count	Frequency (%)
7.4	1	< 0.1%
(Missing)	499999	> 99.9%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-cerotic-acid_100g
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499998

4	1
0	1
(Missing)	499998

Toggle details

Common values
Composition

Value	Count	Frequency (%)
4	1	< 0.1%
0	1	< 0.1%
(Missing)	499998	> 99.9%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-dihomo-gamma-linolenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-docosahexaenoic-acid_100g
Numeric

Distinct count	39
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499934
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6741679394
Minimum	0
Maximum	7.5
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3.1e-05
Q1	0.07625
Median	0.5
Q3	0.9
95-th percentile	1.625
Maximum	7.5
Range	7.5
Interquartile range	0.82375

Descriptive statistics

Standard deviation	1.045930276
Coef of variation	1.551438766
Kurtosis	28.34034105
Mean	0.6741679394
MAD	0.5665898678
Skewness	4.68651019
Sum	44.495084
Variance	1.093970143
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.5	5	< 0.1%
0.8	5	< 0.1%
0	4	< 0.1%
0.4	4	< 0.1%
0.9	3	< 0.1%
1	3	< 0.1%
0.132	3	< 0.1%
0.7	3	< 0.1%
1.1	3	< 0.1%
0.059	2	< 0.1%
Other values (28)	31	< 0.1%
(Missing)	499934	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.000124	1	< 0.1%
0.0007	2	< 0.1%
0.00079	1	< 0.1%
0.0011	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7.5	1	< 0.1%
3.2	1	< 0.1%
2.67	1	< 0.1%
1.7	1	< 0.1%
1.4	1	< 0.1%

-eicosapentaenoic-acid_100g
Numeric

Distinct count	22
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499950
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.33572
Minimum	0
Maximum	39.64
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2
Median	0.55
Q3	0.71575
95-th percentile	1.42
Maximum	39.64
Range	39.64
Interquartile range	0.51575

Descriptive statistics

Standard deviation	5.543847441
Coef of variation	4.150456264
Kurtosis	49.37966952
Mean	1.33572
MAD	1.5693136
Skewness	7.006916771
Sum	66.786
Variance	30.73424445
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.2	8	< 0.1%
0.7	7	< 0.1%
0.5	6	< 0.1%
0	5	< 0.1%
1	5	< 0.1%
0.6	3	< 0.1%
0.09	2	< 0.1%
0.112	1	< 0.1%
2	1	< 0.1%
0.721	1	< 0.1%
Other values (11)	11	< 0.1%
(Missing)	499950	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	5	< 0.1%
0.01	1	< 0.1%
0.09	2	< 0.1%
0.112	1	< 0.1%
0.2	8	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
39.64	1	< 0.1%
2	1	< 0.1%
1.6	1	< 0.1%
1.2	1	< 0.1%
1.1	1	< 0.1%

-elaidic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-erucic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-fructose_100g
Numeric

Distinct count	20
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499966
Infinite (%)	0.0%
Infinite (n)	0

Mean	39.75294118
Minimum	0
Maximum	101
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	25.25
Median	40
Q3	55.1
95-th percentile	76.535
Maximum	101
Range	101
Interquartile range	29.85

Descriptive statistics

Standard deviation	25.35981354
Coef of variation	0.6379355284
Kurtosis	0.4168314387
Mean	39.75294118
MAD	19.20519031
Skewness	0.291301554
Sum	1351.6
Variance	643.1201426
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
40	6	< 0.1%
53	4	< 0.1%
0	3	< 0.1%
55.1	3	< 0.1%
63.9	2	< 0.1%
25	2	< 0.1%
56.1	2	< 0.1%
28	1	< 0.1%
26	1	< 0.1%
100	1	< 0.1%
Other values (9)	9	< 0.1%
(Missing)	499966	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
0.4	1	< 0.1%
2.4	1	< 0.1%
5	1	< 0.1%
18	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
101	1	< 0.1%
100	1	< 0.1%
63.9	2	< 0.1%
60	1	< 0.1%
56.1	2	< 0.1%

-gamma-linolenic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-glucose_100g
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499992

30	6
2.8	1
8.1	1
(Missing)	499992

Toggle details

Common values
Composition

Value	Count	Frequency (%)
30	6	< 0.1%
2.8	1	< 0.1%
8.1	1	< 0.1%
(Missing)	499992	> 99.9%

Max length	4
Mean length	3.000012
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-gondoic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-lactose_100g
Numeric

Distinct count	32
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499875
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.89936
Minimum	0
Maximum	74.5
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.2
Q3	2.98
95-th percentile	47.54
Maximum	74.5
Range	74.5
Interquartile range	2.98

Descriptive statistics

Standard deviation	15.38156499
Coef of variation	2.229419104
Kurtosis	5.635798484
Mean	6.89936
MAD	9.67063552
Skewness	2.583843565
Sum	862.42
Variance	236.5925415
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	39	< 0.1%
2.98	21	< 0.1%
0.1	17	< 0.1%
0.5	6	< 0.1%
0.01	5	< 0.1%
0.2	4	< 0.1%
8	3	< 0.1%
7.7	3	< 0.1%
3	2	< 0.1%
3.57	2	< 0.1%
Other values (21)	23	< 0.1%
(Missing)	499875	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	39	< 0.1%
0.01	5	< 0.1%
0.05	1	< 0.1%
0.1	17	< 0.1%
0.2	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
74.5	1	< 0.1%
56.5	2	< 0.1%
51.6	1	< 0.1%
51.4	1	< 0.1%
50.2	1	< 0.1%

-lauric-acid_100g
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499995

49	2
46.2	1
50	1
(Missing)	499995

Toggle details

Common values
Composition

Value	Count	Frequency (%)
49	2	< 0.1%
46.2	1	< 0.1%
50	1	< 0.1%
49.3	1	< 0.1%
(Missing)	499995	> 99.9%

Max length	4
Mean length	3.00001
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-lignoceric-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-linoleic-acid_100g
Numeric

Distinct count	116
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499857
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.261482517
Minimum	0
Maximum	36.1
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.2551
Q1	0.4115
Median	0.553
Q3	1.004
95-th percentile	8.85
Maximum	36.1
Range	36.1
Interquartile range	0.5925

Descriptive statistics

Standard deviation	4.929085732
Coef of variation	2.179581621
Kurtosis	21.11393573
Mean	2.261482517
MAD	2.674399922
Skewness	4.258918065
Sum	323.392
Variance	24.29588615
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.5	5	< 0.1%
7	4	< 0.1%
0.437	4	< 0.1%
0.49	3	< 0.1%
0.354	3	< 0.1%
0	2	< 0.1%
2.73	2	< 0.1%
0.317	2	< 0.1%
0.55	2	< 0.1%
0.621	2	< 0.1%
Other values (105)	114	< 0.1%
(Missing)	499857	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.09	1	< 0.1%
0.1	1	< 0.1%
0.199	1	< 0.1%
0.227	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
36.1	1	< 0.1%
25	1	< 0.1%
23	1	< 0.1%
20	1	< 0.1%
15	1	< 0.1%

-maltodextrins_100g
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499991
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.98888889
Minimum	1.5
Maximum	34.4
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1.5
5-th percentile	1.5
Q1	1.8
Median	10.3
Q3	16.1
95-th percentile	31.64
Maximum	34.4
Range	32.9
Interquartile range	14.3

Descriptive statistics

Standard deviation	11.69555946
Coef of variation	0.9004280167
Kurtosis	-0.1988910561
Mean	12.98888889
MAD	9.07654321
Skewness	0.842927166
Sum	116.9
Variance	136.7861111
Memory size	3.8 MiB

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1.5	2	< 0.1%
10.3	1	< 0.1%
27.5	1	< 0.1%
16.1	1	< 0.1%
1.8	1	< 0.1%
14.8	1	< 0.1%
34.4	1	< 0.1%
9	1	< 0.1%
(Missing)	499991	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
1.5	2	< 0.1%
1.8	1	< 0.1%
9	1	< 0.1%
10.3	1	< 0.1%
14.8	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
34.4	1	< 0.1%
27.5	1	< 0.1%
16.1	1	< 0.1%
14.8	1	< 0.1%
10.3	1	< 0.1%

-maltose_100g
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499997

39.2	1
3	1
4.8	1
(Missing)	499997

Toggle details

Common values
Composition

Value	Count	Frequency (%)
39.2	1	< 0.1%
3	1	< 0.1%
4.8	1	< 0.1%
(Missing)	499997	> 99.9%

Max length	4
Mean length	3.000002
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-mead-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-melissic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-montanic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-myristic-acid_100g
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499999

18.9	1
(Missing)	499999

Toggle details

Common values
Composition

Value	Count	Frequency (%)
18.9	1	< 0.1%
(Missing)	499999	> 99.9%

Max length	4
Mean length	3.000002
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-nervonic-acid_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

-oleic-acid_100g
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499998

5.9	1
70	1
(Missing)	499998

Toggle details

Common values
Composition

Value	Count	Frequency (%)
5.9	1	< 0.1%
70	1	< 0.1%
(Missing)	499998	> 99.9%

Max length	4
Mean length	3.000002
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-palmitic-acid_100g
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499999

8.1	1
(Missing)	499999

Toggle details

Common values
Composition

Value	Count	Frequency (%)
8.1	1	< 0.1%
(Missing)	499999	> 99.9%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-stearic-acid_100g
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499999

3	1
(Missing)	499999

Toggle details

Common values
Composition

Value	Count	Frequency (%)
3	1	< 0.1%
(Missing)	499999	> 99.9%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

-sucrose_100g
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499989
Infinite (%)	0.0%
Infinite (n)	0

Mean	15.40545455
Minimum	0.3
Maximum	75.3
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.3
5-th percentile	0.3
Q1	0.55
Median	2.23
Q3	18.15
95-th percentile	61
Maximum	75.3
Range	75
Interquartile range	17.6

Descriptive statistics

Standard deviation	24.74913629
Coef of variation	1.606517758
Kurtosis	2.737385013
Mean	15.40545455
MAD	18.85157025
Skewness	1.837940836
Sum	169.46
Variance	612.5197473
Memory size	3.8 MiB

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.3	3	< 0.1%
2.23	2	< 0.1%
46.7	1	< 0.1%
75.3	1	< 0.1%
8.4	1	< 0.1%
5	1	< 0.1%
0.8	1	< 0.1%
27.9	1	< 0.1%
(Missing)	499989	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.3	3	< 0.1%
0.8	1	< 0.1%
2.23	2	< 0.1%
5	1	< 0.1%
8.4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
75.3	1	< 0.1%
46.7	1	< 0.1%
27.9	1	< 0.1%
8.4	1	< 0.1%
5	1	< 0.1%

additives
Categorical

Distinct count	17
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499984

[ contains-sulfites -> en:contains-sulfites ] [ sulfites -> en:sulfites ]	1
[ viande-de-porc -> fr:viande-de-porc ] [ viande-de -> fr:viande-de ] [ viande -> fr:viande ] [ 174-g-pour-100-g-de-produits -> fr:174-g-pour-100-g-de-produits ] [ 174-g-pour-100-g-de -> fr:174-g-pour-100-g-de ] [ 174-g-pour-100-g -> fr:174-g-pour-100-g ] [ 174-g-pour-100 -> fr:174-g-pour-100 ] [ 174-g-pour -> fr:174-g-pour ] [ 174-g -> fr:174-g ] [ 174 -> fr:174 ] [ sel -> fr:sel ] [ lactose -> fr:lactose ] [ epices-et-aromates -> fr:epices-et-aromates ] [ epices-et -> fr:epices-et ] [ epices -> fr:epices ] [ aromes-naturels -> fr:aromes-naturels ] [ aromes -> fr:aromes ] [ dextrose -> fr:dextrose ] [ sucre -> fr:sucre ] [ conservateur -> fr:conservateur ] [ nitrate-de-potassium -> en:e252 -> exists -- mandatory_additive_class: en:preservative (current: en:preservative) -- ok ] [ ferments -> fr:ferments ] [ boyau-naturel-de-porc -> fr:boyau-naturel-de-porc ] [ boyau-naturel-de -> fr:boyau-naturel-de ] [ boyau-naturel -> fr:boyau-naturel ] [ boyau -> fr:boyau ] [ poudre-de-fleurage -> fr:poudre-de-fleurage ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ talc -> en:e553b -> exists -- ok ] [ carbonate-de-calcium -> en:e170 -> exists -- mandatory_additive_class: en:acidity-regulator, en:anti-caking-agent, en:stabiliser, en:firming-agent, en:flour-treatment-agent, en:glazing-agent, en:colour (current: en:anti-caking-agent) -- ok ]	1
[ 37-apfel -> de:37-apfel ] [ susse-brombeerblatter -> de:susse-brombeerblatter ] [ hagebutten -> de:hagebutten ] [ hibiskus -> de:hibiskus ] [ aroma -> de:aroma ] [ apfel -> de:apfel ] [ feige -> de:feige ] [ orangenschalen -> de:orangenschalen ] [ sussholzwurzeln -> de:sussholzwurzeln ] [ anis -> de:anis ] [ sauerungsmittel -> de:sauerungsmittel ] [ citronensaure -> en:e330 -> exists -- ok ] [ feigensaftgranulat -> de:feigensaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ feigensaftkonzentrat -> de:feigensaftkonzentrat ] [ dattelsaftgranulat -> de:dattelsaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ dattelsaftkonzentrat -> de:dattelsaftkonzentrat ]	1
Other values (13)	13
(Missing)	499984

Toggle details

Common values
Composition

Value	Count	Frequency (%)
[ contains-sulfites -> en:contains-sulfites ] [ sulfites -> en:sulfites ]	1	< 0.1%
[ viande-de-porc -> fr:viande-de-porc ] [ viande-de -> fr:viande-de ] [ viande -> fr:viande ] [ 174-g-pour-100-g-de-produits -> fr:174-g-pour-100-g-de-produits ] [ 174-g-pour-100-g-de -> fr:174-g-pour-100-g-de ] [ 174-g-pour-100-g -> fr:174-g-pour-100-g ] [ 174-g-pour-100 -> fr:174-g-pour-100 ] [ 174-g-pour -> fr:174-g-pour ] [ 174-g -> fr:174-g ] [ 174 -> fr:174 ] [ sel -> fr:sel ] [ lactose -> fr:lactose ] [ epices-et-aromates -> fr:epices-et-aromates ] [ epices-et -> fr:epices-et ] [ epices -> fr:epices ] [ aromes-naturels -> fr:aromes-naturels ] [ aromes -> fr:aromes ] [ dextrose -> fr:dextrose ] [ sucre -> fr:sucre ] [ conservateur -> fr:conservateur ] [ nitrate-de-potassium -> en:e252 -> exists -- mandatory_additive_class: en:preservative (current: en:preservative) -- ok ] [ ferments -> fr:ferments ] [ boyau-naturel-de-porc -> fr:boyau-naturel-de-porc ] [ boyau-naturel-de -> fr:boyau-naturel-de ] [ boyau-naturel -> fr:boyau-naturel ] [ boyau -> fr:boyau ] [ poudre-de-fleurage -> fr:poudre-de-fleurage ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ talc -> en:e553b -> exists -- ok ] [ carbonate-de-calcium -> en:e170 -> exists -- mandatory_additive_class: en:acidity-regulator, en:anti-caking-agent, en:stabiliser, en:firming-agent, en:flour-treatment-agent, en:glazing-agent, en:colour (current: en:anti-caking-agent) -- ok ]	1	< 0.1%
[ 37-apfel -> de:37-apfel ] [ susse-brombeerblatter -> de:susse-brombeerblatter ] [ hagebutten -> de:hagebutten ] [ hibiskus -> de:hibiskus ] [ aroma -> de:aroma ] [ apfel -> de:apfel ] [ feige -> de:feige ] [ orangenschalen -> de:orangenschalen ] [ sussholzwurzeln -> de:sussholzwurzeln ] [ anis -> de:anis ] [ sauerungsmittel -> de:sauerungsmittel ] [ citronensaure -> en:e330 -> exists -- ok ] [ feigensaftgranulat -> de:feigensaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ feigensaftkonzentrat -> de:feigensaftkonzentrat ] [ dattelsaftgranulat -> de:dattelsaftgranulat ] [ maltodextrin -> de:maltodextrin ] [ dattelsaftkonzentrat -> de:dattelsaftkonzentrat ]	1	< 0.1%
[ puree-de-raisins-biologique -> fr:puree-de-raisins-biologique ] [ puree-de-raisins -> fr:puree-de-raisins ] [ puree-de -> fr:puree-de ] [ puree -> fr:puree ] [ sucre-de-canne-biologioe-equtable-quot -> fr:sucre-de-canne-biologioe-equtable-quot ] [ sucre-de-canne-biologioe-equtable -> fr:sucre-de-canne-biologioe-equtable ] [ sucre-de-canne-biologioe -> fr:sucre-de-canne-biologioe ] [ sucre-de-canne -> fr:sucre-de-canne ] [ sucre-de -> fr:sucre-de ] [ sucre -> fr:sucre ] [ pectine-de-pomme-naturelle -> fr:pectine-de-pomme-naturelle ] [ pectine-de-pomme -> fr:pectine-de-pomme ] [ pectine-de -> fr:pectine-de ] [ pectine -> en:e440i -> exists -- ok ] [ acide-ascorbique -> en:e300 -> exists -- mandatory_additive_class: en:acidity-regulator,en:antioxidant,en:flour-treatment-agent,en:sequestrant,en:acid (current: ingredient) -> exists as a vitamin en:l-ascorbic-acid ] [ vitamine-c -> en:e300 -- already seen ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by-ibd -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by-ibd ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial-by ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified-ecosocial ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source-certified ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly-source ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and-environmentaly ] [ ae-otrique-made-with-organic-sugar-from-an-ethical-and -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical-and ] [ ae-otrique-made-with-organic-sugar-from-an-ethical -> fr:ae-otrique-made-with-organic-sugar-from-an-ethical ] [ ae-otrique-made-with-organic-sugar-from-an -> fr:ae-otrique-made-with-organic-sugar-from-an ] [ ae-otrique-made-with-organic-sugar-from -> fr:ae-otrique-made-with-organic-sugar-from ] [ ae-otrique-made-with-organic-sugar -> fr:ae-otrique-made-with-organic-sugar ] [ ae-otrique-made-with-organic -> fr:ae-otrique-made-with-organic ] [ ae-otrique-made-with -> fr:ae-otrique-made-with ] [ ae-otrique-made -> fr:ae-otrique-made ] [ ae-otrique -> fr:ae-otrique ] [ ae -> fr:ae ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l-environnement -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l-environnement ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de-l ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et-de ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique-et ] [ fait-avec-du-sucre-biologique-de-source-respete-de-tethique -> fr:fait-avec-du-sucre-biologique-de-source-respete-de-tethique ] [ fait-avec-du-sucre-biologique-de-source-respete-de -> fr:fait-avec-du-sucre-biologique-de-source-respete-de ] [ fait-avec-du-sucre-biologique-de-source-respete -> fr:fait-avec-du-sucre-biologique-de-source-respete ] [ fait-avec-du-sucre-biologique-de-source -> fr:fait-avec-du-sucre-biologique-de-source ] [ fait-avec-du-sucre-biologique-de -> fr:fait-avec-du-sucre-biologique-de ] [ fait-avec-du-sucre-biologique -> fr:fait-avec-du-sucre-biologique ] [ fait-avec-du-sucre -> fr:fait-avec-du-sucre ] [ fait-avec-du -> fr:fait-avec-du ] [ fait-avec -> fr:fait-avec ] [ fait -> fr:fait ] [ certifie-ecosocial-par-ibd-refrigerate-avs -> fr:certifie-ecosocial-par-ibd-refrigerate-avs ] [ certifie-ecosocial-par-ibd-refrigerate -> fr:certifie-ecosocial-par-ibd-refrigerate ] [ certifie-ecosocial-par-ibd -> fr:certifie-ecosocial-par-ibd ] [ certifie-ecosocial-par -> fr:certifie-ecosocial-par ] [ certifie-ecosocial -> fr:certifie-ecosocial ] [ certifie -> fr:certifie ]	1	< 0.1%
[ proteinmischung -> de:proteinmischung ] [ sojaprotein -> de:sojaprotein ] [ weizenprotein -> de:weizenprotein ] [ molkenprotein -> de:molkenprotein ] [ wheyprotein -> de:wheyprotein ] [ milchprotein -> de:milchprotein ] [ huhnereiweiss -> de:huhnereiweiss ] [ kakaopulver -> de:kakaopulver ] [ nur-sorte-schoko -> de:nur-sorte-schoko ] [ aroma -> de:aroma ] [ pflanzenol -> de:pflanzenol ] [ sussungsmittel-natriumsaccharin-und-acesulfam-k -> de:sussungsmittel-natriumsaccharin-und-acesulfam-k ]	1	< 0.1%
[ oucheri-andre-du-prc-tomme-chevre-pyrenee-34-mrt -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee-34-mrt ] [ oucheri-andre-du-prc-tomme-chevre-pyrenee-34 -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee-34 ] [ oucheri-andre-du-prc-tomme-chevre-pyrenee -> fr:oucheri-andre-du-prc-tomme-chevre-pyrenee ] [ oucheri-andre-du-prc-tomme-chevre -> fr:oucheri-andre-du-prc-tomme-chevre ] [ oucheri-andre-du-prc-tomme -> fr:oucheri-andre-du-prc-tomme ] [ oucheri-andre-du-prc -> fr:oucheri-andre-du-prc ] [ oucheri-andre-du -> fr:oucheri-andre-du ] [ oucheri-andre -> fr:oucheri-andre ] [ oucheri -> fr:oucheri ] [ gr -> fr:gr ] [ coupe-origine -> fr:coupe-origine ] [ coupe -> fr:coupe ] [ pyrenees-rttantiques -> fr:pyrenees-rttantiques ] [ pyrenees -> fr:pyrenees ] [ croute-non-consommable-resure-animale -> fr:croute-non-consommable-resure-animale ] [ croute-non-consommable-resure -> fr:croute-non-consommable-resure ] [ croute-non-consommable -> fr:croute-non-consommable ] [ croute-non -> fr:croute-non ] [ croute -> fr:croute ] [ ferments-ingredients-lait-de-chevre-pasteurise -> fr:ferments-ingredients-lait-de-chevre-pasteurise ] [ ferments-ingredients-lait-de-chevre -> fr:ferments-ingredients-lait-de-chevre ] [ ferments-ingredients-lait-de -> fr:ferments-ingredients-lait-de ] [ ferments-ingredients-lait -> fr:ferments-ingredients-lait ] [ ferments-ingredients -> fr:ferments-ingredients ] [ ferments -> fr:ferments ] [ sel -> fr:sel ] [ lactiques -> en:e270 -> exists -- ok ] [ colorants -> fr:colorants ] [ de-croute -> fr:de-croute ] [ de -> fr:de ] [ e150c -> en:e150c -> exists -- ok ] [ e160g -> fr:e160g ] [ e153 -> en:e153 -> exists -- ok ] [ conservateur -> fr:conservateur ] [ de-croute -> fr:de-croute ] [ de -> fr:de ] [ e235 -> en:e235 -> exists -- ok ]	1	< 0.1%
[ pecorino-romano -> fr:pecorino-romano ] [ pecorino -> fr:pecorino ] [ fromage-a-pate-pressee-mt-gr-sur-produit-fini -> fr:fromage-a-pate-pressee-mt-gr-sur-produit-fini ] [ fromage-a-pate-pressee-mt-gr-sur-produit -> fr:fromage-a-pate-pressee-mt-gr-sur-produit ] [ fromage-a-pate-pressee-mt-gr-sur -> fr:fromage-a-pate-pressee-mt-gr-sur ] [ fromage-a-pate-pressee-mt-gr -> fr:fromage-a-pate-pressee-mt-gr ] [ fromage-a-pate-pressee-mt -> fr:fromage-a-pate-pressee-mt ] [ fromage-a-pate-pressee -> fr:fromage-a-pate-pressee ] [ fromage-a-pate -> fr:fromage-a-pate ] [ fromage-a -> fr:fromage-a ] [ fromage -> fr:fromage ] [ 31-origine-italie -> fr:31-origine-italie ] [ 31-origine -> fr:31-origine ] [ 31 -> fr:31 ] [ lait-thermise-de-brebis -> fr:lait-thermise-de-brebis ] [ lait-thermise-de -> fr:lait-thermise-de ] [ lait-thermise -> fr:lait-thermise ] [ lait -> fr:lait ] [ sel -> fr:sel ] [ presure-castelli-france-brunelli -> fr:presure-castelli-france-brunelli ] [ presure-castelli-france -> fr:presure-castelli-france ] [ presure-castelli -> fr:presure-castelli ] [ presure -> fr:presure ] [ aprilia-lt -> fr:aprilia-lt ] [ aprilia -> fr:aprilia ] [ lt-et-roma -> fr:lt-et-roma ] [ lt-et -> fr:lt-et ] [ lt -> fr:lt ]	1	< 0.1%
[ ingredients-genoise -> fr:ingredients-genoise ] [ ingredients -> fr:ingredients ] [ farine-de-ble -> fr:farine-de-ble ] [ farine-de -> fr:farine-de ] [ farine -> fr:farine ] [ oeuf -> fr:oeuf ] [ sucre -> fr:sucre ] [ eau -> fr:eau ] [ sirop-de-glucose-nydrate -> fr:sirop-de-glucose-nydrate ] [ sirop-de-glucose -> fr:sirop-de-glucose ] [ sirop-de -> fr:sirop-de ] [ sirop -> fr:sirop ] [ amidon-de-ble -> fr:amidon-de-ble ] [ amidon-de -> fr:amidon-de ] [ amidon -> fr:amidon ] [ emulsifiants -> fr:emulsifiants ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes-gras -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes-gras ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d-acldes ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes-d -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes-d ] [ esters-lactiques-et-acetiques-des-mono-diglycerldes -> fr:esters-lactiques-et-acetiques-des-mono-diglycerldes ] [ esters-lactiques-et-acetiques-des-mono -> fr:esters-lactiques-et-acetiques-des-mono ] [ esters-lactiques-et-acetiques-des -> fr:esters-lactiques-et-acetiques-des ] [ esters-lactiques-et-acetiques -> fr:esters-lactiques-et-acetiques ] [ esters-lactiques-et -> fr:esters-lactiques-et ] [ esters-lactiques -> fr:esters-lactiques ] [ esters -> fr:esters ] [ poudres-a-lever -> fr:poudres-a-lever ] [ poudres-a -> fr:poudres-a ] [ poudres -> fr:poudres ] [ carbonates-de-sodium-diphosphates -> fr:carbonates-de-sodium-diphosphates ] [ carbonates-de-sodium -> en:e500 -> exists -- mandatory_additive_class: en:acidity-regulator, en:raising-agent (current: en:raising-agent) -- ok ] [ sel -> fr:sel ] [ pour-re-de-lait-ecreme -> fr:pour-re-de-lait-ecreme ] [ pour-re-de-lait -> fr:pour-re-de-lait ] [ pour-re-de -> fr:pour-re-de ] [ pour-re -> fr:pour-re ] [ pour -> fr:pour ] [ beurre-17 -> fr:beurre-17 ] [ beurre -> fr:beurre ] [ siro-de-sucre-invert -> fr:siro-de-sucre-invert ] [ siro-de-sucre -> fr:siro-de-sucre ] [ siro-de -> fr:siro-de ] [ siro -> fr:siro ] [ sucre -> fr:sucre ] [ eau -> fr:eau ] [ bianc-d-oeuf -> fr:bianc-d-oeuf ] [ bianc-d -> fr:bianc-d ] [ bianc -> fr:bianc ] [ blanc-d-ceuf -> fr:blanc-d-ceuf ] [ blanc-d -> fr:blanc-d ] [ blanc -> fr:blanc ] [ stabilsant-gomme-xanthane -> fr:stabilsant-gomme-xanthane ] [ stabilsant-gomme -> fr:stabilsant-gomme ] [ stabilsant -> fr:stabilsant ] [ pate-de-cacao-9 -> fr:pate-de-cacao-9 ] [ pate-de-cacao -> fr:pate-de-cacao ] [ pate-de -> fr:pate-de ] [ pate -> fr:pate ] [ 4 -> en:fd-c ] [ sirop-de-glucose -> fr:sirop-de-glucose ] [ sirop-de -> fr:sirop-de ] [ sirop -> fr:sirop ] [ copeaux-de-chocolet-1 -> fr:copeaux-de-chocolet-1 ] [ copeaux-de-chocolet -> fr:copeaux-de-chocolet ] [ copeaux-de -> fr:copeaux-de ] [ copeaux -> fr:copeaux ] [ 1 -> en:fd-c ] [ sucre -> fr:sucre ] [ pate-de-cacao -> fr:pate-de-cacao ] [ pate-de -> fr:pate-de ] [ pate -> fr:pate ] [ beurre-de-cacao -> fr:beurre-de-cacao ] [ beurre-de -> fr:beurre-de ] [ beurre -> fr:beurre ] [ emulsiflant-lecithine-de-soja -> fr:emulsiflant-lecithine-de-soja ] [ emulsiflant-lecithine-de -> fr:emulsiflant-lecithine-de ] [ emulsiflant-lecithine -> fr:emulsiflant-lecithine ] [ emulsiflant -> fr:emulsiflant ] [ arome-naturel-de-vanille -> fr:arome-naturel-de-vanille ] [ arome-naturel-de -> fr:arome-naturel-de ] [ arome-naturel -> fr:arome-naturel ] [ arome -> fr:arome ] [ plaquettes-en-chocolat-blanc-decoree -> fr:plaquettes-en-chocolat-blanc-decoree ] [ plaquettes-en-chocolat-blanc -> fr:plaquettes-en-chocolat-blanc ] [ plaquettes-en-chocolat -> fr:plaquettes-en-chocolat ] [ plaquettes-en -> fr:plaquettes-en ] [ plaquettes -> fr:plaquettes ] [ sucre -> fr:sucre ] [ beurre-de-cacao -> fr:beurre-de-cacao ] [ beurre-de -> fr:beurre-de ] [ beurre -> fr:beurre ] [ poudre-de-lait-entler -> fr:poudre-de-lait-entler ] [ poudre-de-lait -> fr:poudre-de-lait ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ poudre-de-lait-ecreme -> fr:poudre-de-lait-ecreme ] [ poudre-de-lait -> fr:poudre-de-lait ] [ poudre-de -> fr:poudre-de ] [ poudre -> fr:poudre ] [ matiere-grasse-laitiere-anhydre -> fr:matiere-grasse-laitiere-anhydre ] [ matiere-grasse-laitiere -> fr:matiere-grasse-laitiere ] [ matiere-grasse -> fr:matiere-grasse ] [ matiere -> fr:matiere ] [ cacao-en-poudre -> fr:cacao-en-poudre ] [ cacao-en -> fr:cacao-en ] [ cacao -> fr:cacao ] [ arome-naturel-de-vanlle -> fr:arome-naturel-de-vanlle ] [ arome-naturel-de -> fr:arome-naturel-de ] [ arome-naturel -> fr:arome-naturel ] [ arome -> fr:arome ] [ emulsiflants-lecithine-de-soja-polyglycerol -> fr:emulsiflants-lecithine-de-soja-polyglycerol ] [ emulsiflants-lecithine-de-soja -> fr:emulsiflants-lecithine-de-soja ] [ emulsiflants-lecithine-de -> fr:emulsiflants-lecithine-de ] [ emulsiflants-lecithine -> fr:emulsiflants-lecithine ] [ emulsiflants -> fr:emulsiflants ] [ decor -> fr:decor ] [ sucre -> fr:sucre ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en-poudre -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en-poudre ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao-en ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de-cacao ] [ blanc-d-ceuf-en-poudre-polyricinoleate-de -> fr:blanc-d-ceuf-en-poudre-polyricinoleate-de ] [ blanc-d-ceuf-en-poudre-polyricinoleate -> fr:blanc-d-ceuf-en-poudre-polyricinoleate ] [ blanc-d-ceuf-en-poudre -> fr:blanc-d-ceuf-en-poudre ] [ blanc-d-ceuf-en -> fr:blanc-d-ceuf-en ] [ blanc-d-ceuf -> fr:blanc-d-ceuf ] [ blanc-d -> fr:blanc-d ] [ blanc -> fr:blanc ] [ eau -> fr:eau ] [ stablisant -> fr:stablisant ] [ tartrates-de-potassium -> en:e336 -> exists -- ok ] [ epalssi-ssant -> fr:epalssi-ssant ] [ epalssi -> fr:epalssi ] [ gomme-arablque-cacao-en-poudre-0 -> fr:gomme-arablque-cacao-en-poudre-0 ] [ gomme-arablque-cacao-en-poudre -> fr:gomme-arablque-cacao-en-poudre ] [ gomme-arablque-cacao-en -> fr:gomme-arablque-cacao-en ] [ gomme-arablque-cacao -> fr:gomme-arablque-cacao ] [ gomme-arablque -> fr:gomme-arablque -- spell correction (lc: fr): gomme-arablque -> gomme-arabique ] [ gomme-arabique -> en:e414 -> exists -- ok ] [ 2 -> en:fd-c ] [ rhum -> fr:rhum ] [ alcool -> fr:alcool ] [ colorant -> fr:colorant ] [ caramel-ordinaire -> en:e150a -> exists -- ok ] [ traces-eventuelles-de-fruits-a-coque -> fr:traces-eventuelles-de-fruits-a-coque ] [ traces-eventuelles-de-fruits-a -> fr:traces-eventuelles-de-fruits-a ] [ traces-eventuelles-de-fruits -> fr:traces-eventuelles-de-fruits ] [ traces-eventuelles-de -> fr:traces-eventuelles-de ] [ traces-eventuelles -> fr:traces-eventuelles ] [ traces -> fr:traces ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou-allerglques -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou-allerglques ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes-ou ] [ les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes-intolerantes ] [ les-informations-en-majuscules-sont-destinees-aux-personnes -> fr:les-informations-en-majuscules-sont-destinees-aux-personnes ] [ les-informations-en-majuscules-sont-destinees-aux -> fr:les-informations-en-majuscules-sont-destinees-aux ] [ les-informations-en-majuscules-sont-destinees -> fr:les-informations-en-majuscules-sont-destinees ] [ les-informations-en-majuscules-sont -> fr:les-informations-en-majuscules-sont ] [ les-informations-en-majuscules -> fr:les-informations-en-majuscules ] [ les-informations-en -> fr:les-informations-en ] [ les-informations -> fr:les-informations ] [ les -> fr:les ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05-d-alcool -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05-d-alcool ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05-d -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05-d ] [ ssu-de-poules-elevees-en-plein-air-contient-0-05 -> fr:ssu-de-poules-elevees-en-plein-air-contient-0-05 ] [ ssu-de-poules-elevees-en-plein-air-contient-0 -> fr:ssu-de-poules-elevees-en-plein-air-contient-0 ] [ ssu-de-poules-elevees-en-plein-air-contient -> fr:ssu-de-poules-elevees-en-plein-air-contient ] [ ssu-de-poules-elevees-en-plein-air -> fr:ssu-de-poules-elevees-en-plein-air ] [ ssu-de-poules-elevees-en-plein -> fr:ssu-de-poules-elevees-en-plein ] [ ssu-de-poules-elevees-en -> fr:ssu-de-poules-elevees-en ] [ ssu-de-poules-elevees -> fr:ssu-de-poules-elevees ] [ ssu-de-poules -> fr:ssu-de-poules ] [ ssu-de -> fr:ssu-de ] [ ssu -> fr:ssu ] [ ne-convient-pas-aux-enants-et-aux-femmes-enceintes -> fr:ne-convient-pas-aux-enants-et-aux-femmes-enceintes ] [ ne-convient-pas-aux-enants-et-aux-femmes -> fr:ne-convient-pas-aux-enants-et-aux-femmes ] [ ne-convient-pas-aux-enants-et-aux -> fr:ne-convient-pas-aux-enants-et-aux ] [ ne-convient-pas-aux-enants-et -> fr:ne-convient-pas-aux-enants-et ] [ ne-convient-pas-aux-enants -> fr:ne-convient-pas-aux-enants ] [ ne-convient-pas-aux -> fr:ne-convient-pas-aux ] [ ne-convient-pas -> fr:ne-convient-pas ] [ ne-convient -> fr:ne-convient ] [ ne -> fr:ne ] [ cecao-centifie-utz-100-mass-balance -> fr:cecao-centifie-utz-100-mass-balance ] [ cecao-centifie-utz-100-mass -> fr:cecao-centifie-utz-100-mass ] [ cecao-centifie-utz-100 -> fr:cecao-centifie-utz-100 ] [ cecao-centifie-utz -> fr:cecao-centifie-utz ] [ cecao-centifie -> fr:cecao-centifie ] [ cecao -> fr:cecao ] [ en-schetent-du-caceo-certifie-tz -> fr:en-schetent-du-caceo-certifie-tz ] [ en-schetent-du-caceo-certifie -> fr:en-schetent-du-caceo-certifie ] [ en-schetent-du-caceo -> fr:en-schetent-du-caceo ] [ en-schetent-du -> fr:en-schetent-du ] [ en-schetent -> fr:en-schetent ] [ en -> fr:en ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz-org -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz-org ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www-utz ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao-www ] [ erhard-patissier-glacier-soutent-is-production-durable-de-cacao -> fr:erhard-patissier-glacier-soutent-is-production-durable-de-cacao ] [ erhard-patissier-glacier-soutent-is-production-durable-de -> fr:erhard-patissier-glacier-soutent-is-production-durable-de ] [ erhard-patissier-glacier-soutent-is-production-durable -> fr:erhard-patissier-glacier-soutent-is-production-durable ] [ erhard-patissier-glacier-soutent-is-production -> fr:erhard-patissier-glacier-soutent-is-production ] [ erhard-patissier-glacier-soutent-is -> fr:erhard-patissier-glacier-soutent-is ] [ erhard-patissier-glacier-soutent -> fr:erhard-patissier-glacier-soutent ] [ erhard-patissier-glacier -> fr:erhard-patissier-glacier ] [ erhard-patissier -> fr:erhard-patissier ] [ erhard -> fr:erhard ]	1	< 0.1%
[ zuiver-bronwater -> fr:zuiver-bronwater ] [ zuiver -> fr:zuiver ] [ hop -> fr:hop ] [ en-moutsoorten -> fr:en-moutsoorten ] [ en -> fr:en ] [ gerstemout -> fr:gerstemout ]	1	< 0.1%
[ crevettes-98 -> fr:crevettes-98 ] [ crevettes -> fr:crevettes ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d-alcool -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d-alcool ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre-d ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel-vinaigre ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam-sel ] [ penaeus-vannamei-elevees-en-equateur-ou-au-vietnam -> fr:penaeus-vannamei-elevees-en-equateur-ou-au-vietnam ] [ penaeus-vannamei-elevees-en-equateur-ou-au -> fr:penaeus-vannamei-elevees-en-equateur-ou-au ] [ penaeus-vannamei-elevees-en-equateur-ou -> fr:penaeus-vannamei-elevees-en-equateur-ou ] [ penaeus-vannamei-elevees-en-equateur -> fr:penaeus-vannamei-elevees-en-equateur ] [ penaeus-vannamei-elevees-en -> fr:penaeus-vannamei-elevees-en ] [ penaeus-vannamei-elevees -> fr:penaeus-vannamei-elevees ] [ penaeus-vannamei -> fr:penaeus-vannamei ] [ penaeus -> fr:penaeus ] [ acidifiant -> fr:acidifiant ] [ citrates-de-sodium -> en:e331 -> exists -- ok ]	1	< 0.1%
Other values (6)	6	< 0.1%
(Missing)	499984	> 99.9%

Max length	11535
Mean length	3.051594
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

additives_en
Categorical

Distinct count	35440
Unique (%)	7.1%
Missing (%)	68.0%
Missing (n)	339773

E330 - Citric acid	11702
E322 - Lecithins,E322i - Lecithin	8791
E415 - Xanthan gum	2595
Other values (35436)	137139
(Missing)	339773

Toggle details

Common values
Composition

Value	Count	Frequency (%)
E330 - Citric acid	11702	2.3%
E322 - Lecithins,E322i - Lecithin	8791	1.8%
E415 - Xanthan gum	2595	0.5%
E440 - Pectins,E440i - Pectin	2127	0.4%
E14XX - Modified Starch	1633	0.3%
E160b - Annatto	1595	0.3%
E300 - Ascorbic acid	1587	0.3%
E250 - Sodium nitrite,E316 - Sodium erythorbate	1435	0.3%
E330 - Citric acid,E440 - Pectins,E440i - Pectin	1326	0.3%
E150c - Ammonia caramel	1279	0.3%
Other values (35429)	126157	25.2%
(Missing)	339773	68.0%

Max length	890
Mean length	26.220222
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

additives_n
Numeric

Distinct count	32
Unique (%)	< 0.1%
Missing (%)	43.0%
Missing (n)	215248
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.662032225
Minimum	0
Maximum	30
Zeros (%)	24.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	2
95-th percentile	6
Maximum	30
Range	30
Interquartile range	2

Descriptive statistics

Standard deviation	2.34022017
Coef of variation	1.40804741
Kurtosis	7.554572129
Mean	1.662032225
MAD	1.718361207
Skewness	2.24578553
Sum	473267
Variance	5.476630443
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	124525	24.9%
1	56929	11.4%
2	33888	6.8%
3	21980	4.4%
4	15621	3.1%
5	10614	2.1%
6	7150	1.4%
7	5011	1.0%
8	3488	0.7%
9	1979	0.4%
Other values (21)	3567	0.7%
(Missing)	215248	43.0%

Minimum 5 values

Value	Count	Frequency (%)
0	124525	24.9%
1	56929	11.4%
2	33888	6.8%
3	21980	4.4%
4	15621	3.1%

Maximum 5 values

Value	Count	Frequency (%)
30	4	< 0.1%
29	3	< 0.1%
28	1	< 0.1%
27	2	< 0.1%
26	5	< 0.1%

additives_tags
Categorical

Distinct count	35440
Unique (%)	7.1%
Missing (%)	68.0%
Missing (n)	339773

en:e330	11702
en:e322,en:e322i	8791
en:e415	2595
Other values (35436)	137139
(Missing)	339773

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:e330	11702	2.3%
en:e322,en:e322i	8791	1.8%
en:e415	2595	0.5%
en:e440,en:e440i	2127	0.4%
en:e14xx	1633	0.3%
en:e160b	1595	0.3%
en:e300	1587	0.3%
en:e250,en:e316	1435	0.3%
en:e330,en:e440,en:e440i	1326	0.3%
en:e150c	1279	0.3%
Other values (35429)	126157	25.2%
(Missing)	339773	68.0%

Max length	283
Mean length	10.634036
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

alcohol_100g
Numeric

Distinct count	141
Unique (%)	< 0.1%
Missing (%)	99.1%
Missing (n)	495608
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.516067623
Minimum	0
Maximum	100
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	12
95-th percentile	36.675
Maximum	100
Range	100
Interquartile range	12

Descriptive statistics

Standard deviation	10.50107818
Coef of variation	1.611566789
Kurtosis	9.284970347
Mean	6.516067623
MAD	7.331072902
Skewness	2.661940447
Sum	28618.569
Variance	110.2726429
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	2239	0.4%
12.5	235	< 0.1%
12	199	< 0.1%
13	196	< 0.1%
40	110	< 0.1%
5	103	< 0.1%
13.5	98	< 0.1%
4.5	76	< 0.1%
11	59	< 0.1%
15	57	< 0.1%
Other values (130)	1020	0.2%
(Missing)	495608	99.1%

Minimum 5 values

Value	Count	Frequency (%)
0	2239	0.4%
0.03	1	< 0.1%
0.1	2	< 0.1%
0.3	4	< 0.1%
0.4	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	2	< 0.1%
80	1	< 0.1%
73	1	< 0.1%
71	1	< 0.1%
69	1	< 0.1%

allergens
Categorical

Distinct count	13122
Unique (%)	2.6%
Missing (%)	91.7%
Missing (n)	458506

en:milk	3674
en:gluten	1763
en:gluten,en:milk	1022
Other values (13118)	35035
(Missing)	458506

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:milk	3674	0.7%
en:gluten	1763	0.4%
en:gluten,en:milk	1022	0.2%
en:eggs,en:gluten,en:milk	812	0.2%
blé	794	0.2%
Lait	682	0.1%
sulfites	632	0.1%
lait	565	0.1%
en:fish	462	0.1%
en:sulphur-dioxide-and-sulphites	457	0.1%
Other values (13111)	30631	6.1%
(Missing)	458506	91.7%

Max length	1239
Mean length	4.69107
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

allergens_en
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

beta-carotene_100g
Numeric

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499975
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.52833548
Minimum	7e-06
Maximum	38
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	7e-06
5-th percentile	9.6e-06
Q1	1.2e-05
Median	3.2e-05
Q3	5.2e-05
95-th percentile	0.1609044
Maximum	38
Range	37.999993
Interquartile range	4e-05

Descriptive statistics

Standard deviation	7.59836823
Coef of variation	4.971662524
Kurtosis	24.99844041
Mean	1.52833548
MAD	2.917733162
Skewness	4.999775874
Sum	38.208387
Variance	57.73519975
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.2e-05	6	< 0.1%
3.2e-05	5	< 0.1%
3.6e-05	2	< 0.1%
2.5e-05	2	< 0.1%
0.00253	1	< 0.1%
0.004522	1	< 0.1%
6.3e-05	1	< 0.1%
7e-06	1	< 0.1%
5.2e-05	1	< 0.1%
9e-06	1	< 0.1%
Other values (4)	4	< 0.1%
(Missing)	499975	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
7e-06	1	< 0.1%
9e-06	1	< 0.1%
1.2e-05	6	< 0.1%
2.5e-05	2	< 0.1%
3.2e-05	5	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
38	1	< 0.1%
0.2	1	< 0.1%
0.004522	1	< 0.1%
0.00253	1	< 0.1%
0.000812	1	< 0.1%

beta-glucan_100g
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499997

2.8	1
3.9	1
3.6	1
(Missing)	499997

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2.8	1	< 0.1%
3.9	1	< 0.1%
3.6	1	< 0.1%
(Missing)	499997	> 99.9%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

bicarbonate_100g
Numeric

Distinct count	82
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499879
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8327225314
Minimum	6.3e-06
Maximum	36
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	6.3e-06
5-th percentile	0.0071
Q1	0.0288
Median	0.08
Q3	0.312
95-th percentile	2.989
Maximum	36
Range	35.9999937
Interquartile range	0.2832

Descriptive statistics

Standard deviation	3.793178726
Coef of variation	4.555153227
Kurtosis	67.39931035
Mean	0.8327225314
MAD	1.251762101
Skewness	7.875925782
Sum	100.7594263
Variance	14.38820485
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.36	6	< 0.1%
0.036	6	< 0.1%
0.0173	3	< 0.1%
0.137	3	< 0.1%
4.368	3	< 0.1%
1.25	3	< 0.1%
0.0071	3	< 0.1%
0.0312	2	< 0.1%
2.989	2	< 0.1%
0.0074	2	< 0.1%
Other values (71)	88	< 0.1%
(Missing)	499879	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
6.3e-06	1	< 0.1%
0.0021	1	< 0.1%
0.0052	1	< 0.1%
0.0059	1	< 0.1%
0.0063	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
36	1	< 0.1%
20	1	< 0.1%
5.2	1	< 0.1%
4.368	3	< 0.1%
2.989	2	< 0.1%

biotin_100g
Numeric

Distinct count	81
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499807
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.07782902706
Minimum	0
Maximum	15
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1.648e-06
Q1	7.5e-06
Median	1.5e-05
Q3	4.15e-05
95-th percentile	0.0001524
Maximum	15
Range	15
Interquartile range	3.4e-05

Descriptive statistics

Standard deviation	1.079715903
Coef of variation	13.87292048
Kurtosis	192.9998902
Mean	0.07782902706
MAD	0.1546338961
Skewness	13.89243809
Sum	15.02100222
Variance	1.165786432
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
4.15e-05	21	< 0.1%
7.5e-06	21	< 0.1%
3e-05	8	< 0.1%
4.2e-05	8	< 0.1%
1e-05	6	< 0.1%
1.5e-05	6	< 0.1%
9e-06	6	< 0.1%
2e-05	6	< 0.1%
5e-05	5	< 0.1%
1.8e-06	5	< 0.1%
Other values (70)	101	< 0.1%
(Missing)	499807	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
2e-09	1	< 0.1%
6e-07	1	< 0.1%
1.4e-06	1	< 0.1%
1.5e-06	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
15	1	< 0.1%
0.005	2	< 0.1%
0.00327	1	< 0.1%
0.001724	1	< 0.1%
0.0009	1	< 0.1%

brands
Categorical

Distinct count	59675
Unique (%)	11.9%
Missing (%)	32.2%
Missing (n)	161216

U	5212
Casino	3630
Leader Price	3434
Other values (59671)	326508
(Missing)	161216

Toggle details

Common values
Composition

Value	Count	Frequency (%)
U	5212	1.0%
Casino	3630	0.7%
Leader Price	3434	0.7%
Cora	2838	0.6%
Carrefour	2497	0.5%
Meijer	1975	0.4%
Monoprix	1868	0.4%
Picard	1852	0.4%
Kroger	1699	0.3%
Netto	1649	0.3%
Other values (59664)	312130	62.4%
(Missing)	161216	32.2%

Max length	142
Mean length	10.61742
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

brands_tags
Categorical

Distinct count	49225
Unique (%)	9.8%
Missing (%)	32.2%
Missing (n)	161242

u	5264
leader-price	3757
casino	3705
Other values (49221)	326032
(Missing)	161242

Toggle details

Common values
Composition

Value	Count	Frequency (%)
u	5264	1.1%
leader-price	3757	0.8%
casino	3705	0.7%
cora	2898	0.6%
carrefour	2646	0.5%
meijer	1976	0.4%
monoprix	1918	0.4%
picard	1897	0.4%
kroger	1701	0.3%
netto	1675	0.3%
Other values (49214)	311321	62.3%
(Missing)	161242	32.2%

Max length	128
Mean length	10.278686
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

caffeine_100g
Numeric

Distinct count	49
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499921
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.571127089
Minimum	0
Maximum	42.28
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01035
Median	0.028
Q3	0.075
95-th percentile	4.1
Maximum	42.28
Range	42.28
Interquartile range	0.06465

Descriptive statistics

Standard deviation	6.561463628
Coef of variation	4.176278084
Kurtosis	33.70768018
Mean	1.571127089
MAD	2.493777741
Skewness	5.791237241
Sum	124.11904
Variance	43.05280494
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	13	< 0.1%
2	7	< 0.1%
0.02	4	< 0.1%
0.021	4	< 0.1%
0.017	2	< 0.1%
0.00958	2	< 0.1%
0.0333	2	< 0.1%
4	2	< 0.1%
0.0187	2	< 0.1%
0.052	2	< 0.1%
Other values (38)	39	< 0.1%
(Missing)	499921	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	13	< 0.1%
0.004	1	< 0.1%
0.00705	1	< 0.1%
0.00783	1	< 0.1%
0.00958	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
42.28	1	< 0.1%
40	1	< 0.1%
8.42	1	< 0.1%
5	1	< 0.1%
4	2	< 0.1%

calcium_100g
Numeric

Distinct count	1129
Unique (%)	0.2%
Missing (%)	72.4%
Missing (n)	361778
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1679926138
Minimum	0
Maximum	950
Zeros (%)	10.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.035
Q3	0.106
95-th percentile	0.5
Maximum	950
Range	950
Interquartile range	0.106

Descriptive statistics

Standard deviation	5.696057826
Coef of variation	33.90659683
Kurtosis	13388.4328
Mean	0.1679926138
MAD	0.2211833138
Skewness	108.46053
Sum	23220.27506
Variance	32.44507475
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	49917	10.0%
0.071	5534	1.1%
0.067	2962	0.6%
0.714	2944	0.6%
0.1	2227	0.4%
0.133	2204	0.4%
0.143	2114	0.4%
0.016	1798	0.4%
0.05	1784	0.4%
0.024	1757	0.4%
Other values (1118)	64981	13.0%
(Missing)	361778	72.4%

Minimum 5 values

Value	Count	Frequency (%)
0	49917	10.0%
2.4e-06	1	< 0.1%
3e-05	1	< 0.1%
0.00014	2	< 0.1%
0.00024	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
950	1	< 0.1%
700	1	< 0.1%
694.737	1	< 0.1%
667	1	< 0.1%
613.636	1	< 0.1%

carbohydrates_100g
Numeric

Distinct count	6383
Unique (%)	1.3%
Missing (%)	19.4%
Missing (n)	96870
Infinite (%)	0.0%
Infinite (n)	0

Mean	28.27453153
Minimum	0
Maximum	20000
Zeros (%)	7.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.1
Median	15
Q3	53
95-th percentile	80
Maximum	20000
Range	20000
Interquartile range	49.9

Descriptive statistics

Standard deviation	55.06832683
Coef of variation	1.947630035
Kurtosis	53040.349
Mean	28.27453153
MAD	25.4142867
Skewness	176.5444775
Sum	11398311.9
Variance	3032.52062
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	35949	7.2%
0.5	10768	2.2%
1	7980	1.6%
3.57	4172	0.8%
50	3968	0.8%
60	3193	0.6%
20	3117	0.6%
10	3036	0.6%
0.6	2924	0.6%
100	2923	0.6%
Other values (6372)	325100	65.0%
(Missing)	96870	19.4%

Minimum 5 values

Value	Count	Frequency (%)
0	35949	7.2%
1e-10	2	< 0.1%
1e-09	2	< 0.1%
1e-07	1	< 0.1%
5e-07	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
20000	1	< 0.1%
11000	1	< 0.1%
10400	1	< 0.1%
10000	1	< 0.1%
4800	1	< 0.1%

carbon-footprint-from-meat-or-fish_100g
Numeric

Distinct count	1672
Unique (%)	0.3%
Missing (%)	98.8%
Missing (n)	494002
Infinite (%)	0.0%
Infinite (n)	0

Mean	707.7408158
Minimum	0.205
Maximum	656298.6
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.205
5-th percentile	44.1
Q1	118.4
Median	355.595
Q3	630.5
95-th percentile	2864
Maximum	656298.6
Range	656298.395
Interquartile range	512.1

Descriptive statistics

Standard deviation	8507.892887
Coef of variation	12.02119858
Kurtosis	5881.965386
Mean	707.7408158
MAD	682.2875612
Skewness	76.32300141
Sum	4245029.413
Variance	72384241.38
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3580	178	< 0.1%
666	101	< 0.1%
630.5	84	< 0.1%
74	65	< 0.1%
2864	46	< 0.1%
88.8	42	< 0.1%
441	42	< 0.1%
96.2	42	< 0.1%
66.6	39	< 0.1%
643.8	39	< 0.1%
Other values (1661)	5320	1.1%
(Missing)	494002	98.8%

Minimum 5 values

Value	Count	Frequency (%)
0.205	1	< 0.1%
0.98	1	< 0.1%
2.22	1	< 0.1%
2.94	1	< 0.1%
3.92	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
656298.6	1	< 0.1%
6928.6	1	< 0.1%
5298.4	2	< 0.1%
4805.8	1	< 0.1%
4582.4	2	< 0.1%

carbon-footprint_100g
Numeric

Distinct count	116
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499843
Infinite (%)	0.0%
Infinite (n)	0

Mean	328.3873594
Minimum	-0.000281
Maximum	2760
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-0.000281
5-th percentile	0
Q1	56.2
Median	185
Q3	428
95-th percentile	969
Maximum	2760
Range	2760.000281
Interquartile range	371.8

Descriptive statistics

Standard deviation	431.4349721
Coef of variation	1.313798963
Kurtosis	12.3325802
Mean	328.3873594
MAD	286.1907671
Skewness	3.004498528
Sum	51556.81542
Variance	186136.1352
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	14	< 0.1%
100	7	< 0.1%
828	4	< 0.1%
365	4	< 0.1%
340	3	< 0.1%
345	3	< 0.1%
130	3	< 0.1%
0.05	2	< 0.1%
180	2	< 0.1%
655	2	< 0.1%
Other values (105)	113	< 0.1%
(Missing)	499843	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
-0.000281	1	< 0.1%
0	14	< 0.1%
0.011	1	< 0.1%
0.05	2	< 0.1%
1.7	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2760	1	< 0.1%
2520	1	< 0.1%
2380	1	< 0.1%
1285	1	< 0.1%
1275	1	< 0.1%

carnitine_100g
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499993
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.008371428571
Minimum	0.0065
Maximum	0.011
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.0065
5-th percentile	0.0065
Q1	0.00675
Median	0.0071
Q3	0.01025
95-th percentile	0.011
Maximum	0.011
Range	0.0045
Interquartile range	0.0035

Descriptive statistics

Standard deviation	0.00206536057
Coef of variation	0.2467154265
Kurtosis	-2.122834446
Mean	0.008371428571
MAD	0.001824489796
Skewness	0.5301624196
Sum	0.0586
Variance	4.265714286e-06
Memory size	3.8 MiB

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0065	2	< 0.1%
0.011	2	< 0.1%
0.007	1	< 0.1%
0.0071	1	< 0.1%
0.0095	1	< 0.1%
(Missing)	499993	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.0065	2	< 0.1%
0.007	1	< 0.1%
0.0071	1	< 0.1%
0.0095	1	< 0.1%
0.011	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.011	2	< 0.1%
0.0095	1	< 0.1%
0.0071	1	< 0.1%
0.007	1	< 0.1%
0.0065	2	< 0.1%

casein_100g
Numeric

Distinct count	14
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499980
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.535
Minimum	0.7
Maximum	10.7
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.7
5-th percentile	1.08
Q1	1.4
Median	4.45
Q3	7.25
95-th percentile	10.035
Maximum	10.7
Range	10
Interquartile range	5.85

Descriptive statistics

Standard deviation	3.22413187
Coef of variation	0.710944183
Kurtosis	-1.064095872
Mean	4.535
MAD	2.705
Skewness	0.4354976681
Sum	90.7
Variance	10.39502632
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.4	6	< 0.1%
4.7	2	< 0.1%
7.4	2	< 0.1%
10.7	1	< 0.1%
6.7	1	< 0.1%
0.7	1	< 0.1%
1.1	1	< 0.1%
3.9	1	< 0.1%
4.2	1	< 0.1%
7.2	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	499980	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.7	1	< 0.1%
1.1	1	< 0.1%
1.4	6	< 0.1%
3.9	1	< 0.1%
4.2	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10.7	1	< 0.1%
10	1	< 0.1%
8.4	1	< 0.1%
7.4	2	< 0.1%
7.2	1	< 0.1%

categories
Categorical

Distinct count	37152
Unique (%)	7.4%
Missing (%)	65.6%
Missing (n)	327913

Boissons	1477
Viandes, Volailles, Poulets, Filets de poulet	1417
Produits laitiers, Produits fermentés, Produits laitiers fermentés, Fromages, , Fromages à pâte pressée cuite, Fromages de France, Fromages labellisés, Fromages AOC, Comté	827
Other values (37148)	168366
(Missing)	327913

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Boissons	1477	0.3%
Viandes, Volailles, Poulets, Filets de poulet	1417	0.3%
Produits laitiers, Produits fermentés, Produits laitiers fermentés, Fromages, , Fromages à pâte pressée cuite, Fromages de France, Fromages labellisés, Fromages AOC, Comté	827	0.2%
Boissons, Boissons avec sucre ajouté	741	0.1%
Extra-virgin olive oils	681	0.1%
Jambons blancs	591	0.1%
Beignets sucrés	577	0.1%
Greek yogurts	565	0.1%
Hot sauces	556	0.1%
Viandes, Volailles, Poulets, Cuisses de poulet	528	0.1%
Other values (37141)	164127	32.8%
(Missing)	327913	65.6%

Max length	552
Mean length	31.438846
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

categories_en
Categorical

Distinct count	25370
Unique (%)	5.1%
Missing (%)	65.6%
Missing (n)	327914

Meats,Poultries,Chickens,Chicken breasts	1694
Dairies,Fermented foods,Fermented milk products,Cheeses,,Cooked pressed cheeses,French cheeses,Labeled-cheeses,Aoc-cheeses,fr:Comté	1334
Meats,Prepared meats,Hams,White hams	1161
Other values (25366)	167897
(Missing)	327914

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Meats,Poultries,Chickens,Chicken breasts	1694	0.3%
Dairies,Fermented foods,Fermented milk products,Cheeses,,Cooked pressed cheeses,French cheeses,Labeled-cheeses,Aoc-cheeses,fr:Comté	1334	0.3%
Meats,Prepared meats,Hams,White hams	1161	0.2%
Beverages,Non-Alcoholic beverages,Unsweetened beverages	1008	0.2%
Plant-based foods and beverages,Plant-based foods,Fats,Olive tree products,Vegetable fats,Vegetable oils,Olive oils,Extra-virgin olive oils	971	0.2%
Beverages,Sweetened beverages,Non-Alcoholic beverages	832	0.2%
Meats,Poultries,Chickens,Chicken thighs	742	0.1%
Dairies,Fermented foods,Fermented milk products,Yogurts,Greek yogurts	687	0.1%
Snacks,Sweet snacks,Biscuits and cakes,Biscuits	675	0.1%
Snacks,Sweet snacks,Chocolates,Dark chocolates	655	0.1%
Other values (25359)	162327	32.5%
(Missing)	327914	65.6%

Max length	505
Mean length	32.469592
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

categories_tags
Categorical

Distinct count	25370
Unique (%)	5.1%
Missing (%)	65.6%
Missing (n)	327914

en:meats,en:poultries,en:chickens,en:chicken-breasts	1694
en:dairies,en:fermented-foods,en:fermented-milk-products,en:cheeses,,en:cooked-pressed-cheeses,en:french-cheeses,en:labeled-cheeses,en:aoc-cheeses,fr:comte	1334
en:meats,en:prepared-meats,en:hams,en:white-hams	1161
Other values (25366)	167897
(Missing)	327914

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:meats,en:poultries,en:chickens,en:chicken-breasts	1694	0.3%
en:dairies,en:fermented-foods,en:fermented-milk-products,en:cheeses,,en:cooked-pressed-cheeses,en:french-cheeses,en:labeled-cheeses,en:aoc-cheeses,fr:comte	1334	0.3%
en:meats,en:prepared-meats,en:hams,en:white-hams	1161	0.2%
en:beverages,en:non-alcoholic-beverages,en:unsweetened-beverages	1008	0.2%
en:plant-based-foods-and-beverages,en:plant-based-foods,en:fats,en:olive-tree-products,en:vegetable-fats,en:vegetable-oils,en:olive-oils,en:extra-virgin-olive-oils	971	0.2%
en:beverages,en:sweetened-beverages,en:non-alcoholic-beverages	832	0.2%
en:meats,en:poultries,en:chickens,en:chicken-thighs	742	0.1%
en:dairies,en:fermented-foods,en:fermented-milk-products,en:yogurts,en:greek-yogurts	687	0.1%
en:snacks,en:sweet-snacks,en:biscuits-and-cakes,en:biscuits	675	0.1%
en:snacks,en:sweet-snacks,en:chocolates,en:dark-chocolates	655	0.1%
Other values (25359)	162327	32.5%
(Missing)	327914	65.6%

Max length	577
Mean length	38.049972
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

chloride_100g
Numeric

Distinct count	117
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499789
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.627824886
Minimum	3e-06
Maximum	326
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	3e-06
5-th percentile	0.0001
Q1	0.0015
Median	0.01
Q3	0.0526
95-th percentile	0.3795
Maximum	326
Range	325.999997
Interquartile range	0.0511

Descriptive statistics

Standard deviation	22.43837936
Coef of variation	13.78427099
Kurtosis	210.9488296
Mean	1.627824886
MAD	3.087624173
Skewness	14.52322071
Sum	343.471051
Variance	503.4808681
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.001	10	< 0.1%
0.05	9	< 0.1%
0.054	7	< 0.1%
0.01	6	< 0.1%
9e-05	6	< 0.1%
0.0001	6	< 0.1%
0.005	5	< 0.1%
0.0015	5	< 0.1%
0.048	4	< 0.1%
0.0022	4	< 0.1%
Other values (106)	149	< 0.1%
(Missing)	499789	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
3e-06	1	< 0.1%
8e-05	1	< 0.1%
9e-05	6	< 0.1%
0.0001	6	< 0.1%
0.00013	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
326	1	< 0.1%
3	1	< 0.1%
1	1	< 0.1%
0.68	1	< 0.1%
0.531	1	< 0.1%

chlorophyl_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

cholesterol_100g
Numeric

Distinct count	562
Unique (%)	0.1%
Missing (%)	71.8%
Missing (n)	359043
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02284249602
Minimum	0
Maximum	129
Zeros (%)	17.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.021
95-th percentile	0.091
Maximum	129
Range	129
Interquartile range	0.021

Descriptive statistics

Standard deviation	0.6002790151
Coef of variation	26.2790465
Kurtosis	27781.17038
Mean	0.02284249602
MAD	0.03143907924
Skewness	159.4701788
Sum	3219.809711
Variance	0.3603348959
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	87280	17.5%
0.071	2423	0.5%
0.107	2191	0.4%
0.012	1878	0.4%
0.089	1629	0.3%
0.054	1624	0.3%
0.018	1546	0.3%
0.004	1469	0.3%
0.036	1352	0.3%
0.008	1199	0.2%
Other values (551)	38366	7.7%
(Missing)	359043	71.8%

Minimum 5 values

Value	Count	Frequency (%)
0	87280	17.5%
0.0001	1	< 0.1%
0.0003	1	< 0.1%
0.0005	1	< 0.1%
0.000941	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
129	1	< 0.1%
95.238	1	< 0.1%
93.8	1	< 0.1%
83.3	1	< 0.1%
62.5	1	< 0.1%

choline_100g
Numeric

Distinct count	12
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499985
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.06710666667
Minimum	0.008
Maximum	0.112
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.008
5-th percentile	0.0136
Q1	0.063
Median	0.069
Q3	0.078
95-th percentile	0.0959
Maximum	0.112
Range	0.104
Interquartile range	0.015

Descriptive statistics

Standard deviation	0.02602524781
Coef of variation	0.3878191111
Kurtosis	1.880371489
Mean	0.06710666667
MAD	0.01673777778
Skewness	-1.057914314
Sum	1.0066
Variance	0.0006773135238
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.069	3	< 0.1%
0.06	2	< 0.1%
0.089	2	< 0.1%
0.07	1	< 0.1%
0.0736	1	< 0.1%
0.077	1	< 0.1%
0.079	1	< 0.1%
0.016	1	< 0.1%
0.112	1	< 0.1%
0.066	1	< 0.1%
(Missing)	499985	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.008	1	< 0.1%
0.016	1	< 0.1%
0.06	2	< 0.1%
0.066	1	< 0.1%
0.069	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.112	1	< 0.1%
0.089	2	< 0.1%
0.079	1	< 0.1%
0.077	1	< 0.1%
0.0736	1	< 0.1%

chromium_100g
Numeric

Distinct count	18
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499982
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1128668589
Minimum	7.06e-06
Maximum	2
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	7.06e-06
5-th percentile	8.029e-06
Q1	1.5575e-05
Median	4.35e-05
Q3	0.00018225
95-th percentile	0.3255
Maximum	2
Range	1.99999294
Interquartile range	0.000166675

Descriptive statistics

Standard deviation	0.4710189168
Coef of variation	4.17322606
Kurtosis	17.99044277
Mean	0.1128668589
MAD	0.2096814601
Skewness	4.241056722
Sum	2.03160346
Variance	0.22185882
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.06e-05	2	< 0.1%
0.000727	1	< 0.1%
0.000144	1	< 0.1%
0.0002	1	< 0.1%
7.06e-06	1	< 0.1%
8.2e-06	1	< 0.1%
2.6e-05	1	< 0.1%
4.2e-05	1	< 0.1%
4.5e-05	1	< 0.1%
0.03	1	< 0.1%
Other values (7)	7	< 0.1%
(Missing)	499982	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
7.06e-06	1	< 0.1%
8.2e-06	1	< 0.1%
1.06e-05	2	< 0.1%
1.41e-05	1	< 0.1%
2e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
0.03	1	< 0.1%
0.000727	1	< 0.1%
0.0002	1	< 0.1%
0.000195	1	< 0.1%

cities
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

cities_tags
Categorical

Distinct count	3414
Unique (%)	0.7%
Missing (%)	94.0%
Missing (n)	470245

sable-sur-sarthe-sarthe-france	583
theix-morbihan-france	293
gouvieux-oise-france	244
Other values (3410)	28635
(Missing)	470245

Toggle details

Common values
Composition

Value	Count	Frequency (%)
sable-sur-sarthe-sarthe-france	583	0.1%
theix-morbihan-france	293	0.1%
gouvieux-oise-france	244	< 0.1%
douarnenez-finistere-france	230	< 0.1%
saint-evarzec-finistere-france	226	< 0.1%
mouilleron-en-pareds-vendee-france	179	< 0.1%
chateaubourg-ille-et-vilaine-france	175	< 0.1%
saint-martin-des-entrees-calvados-france	169	< 0.1%
villers-bocage-calvados-france	166	< 0.1%
chavagnes-en-paillers-vendee-france	165	< 0.1%
Other values (3403)	27325	5.5%
(Missing)	470245	94.0%

Max length	301
Mean length	4.820192
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

cocoa_100g
Numeric

Distinct count	201
Unique (%)	< 0.1%
Missing (%)	99.7%
Missing (n)	498545
Infinite (%)	0.0%
Infinite (n)	0

Mean	48.07560859
Minimum	0
Maximum	100
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	7
Q1	30
Median	48
Q3	70
95-th percentile	85
Maximum	100
Range	100
Interquartile range	40

Descriptive statistics

Standard deviation	23.97443234
Coef of variation	0.4986818272
Kurtosis	-0.7050694581
Mean	48.07560859
MAD	20.14029988
Skewness	0.02416798103
Sum	69950.0105
Variance	574.7734059
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
30	145	< 0.1%
70	134	< 0.1%
47	61	< 0.1%
72	49	< 0.1%
60	48	< 0.1%
74	48	< 0.1%
85	45	< 0.1%
50	44	< 0.1%
32	43	< 0.1%
64	41	< 0.1%
Other values (190)	797	0.2%
(Missing)	498545	99.7%

Minimum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
0.3	1	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
0.8	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	34	< 0.1%
99	6	< 0.1%
98	2	< 0.1%
95	4	< 0.1%
90	13	< 0.1%

code
Categorical

Distinct count	499934
Unique (%)	> 99.9%
Missing (%)	0.0%
Missing (n)	0

2193240002601	2
20172022	2
0284858062780	2
Other values (499931)	499994

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2193240002601	2	< 0.1%
20172022	2	< 0.1%
0284858062780	2	< 0.1%
0055577102152	2	< 0.1%
3428420053203	2	< 0.1%
3263851538918	2	< 0.1%
3348580056992	2	< 0.1%
2350032002694	2	< 0.1%
2411843026245	2	< 0.1%
0051500006962	2	< 0.1%
Other values (499924)	499980	> 99.9%

Max length	65
Mean length	12.540604
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

collagen-meat-protein-ratio_100g
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499774
Infinite (%)	0.0%
Infinite (n)	0

Mean	15.02654867
Minimum	8
Maximum	25
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	8
5-th percentile	12
Q1	12
Median	15
Q3	15
95-th percentile	25
Maximum	25
Range	17
Interquartile range	3

Descriptive statistics

Standard deviation	3.253607029
Coef of variation	0.2165239071
Kurtosis	4.196919508
Mean	15.02654867
MAD	1.693711332
Skewness	1.970356035
Sum	3396
Variance	10.5859587
Memory size	3.8 MiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
15	143	< 0.1%
12	58	< 0.1%
25	17	< 0.1%
18	4	< 0.1%
20	2	< 0.1%
10	1	< 0.1%
8	1	< 0.1%
(Missing)	499774	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
10	1	< 0.1%
12	58	< 0.1%
15	143	< 0.1%
18	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
25	17	< 0.1%
20	2	< 0.1%
18	4	< 0.1%
15	143	< 0.1%
12	58	< 0.1%

copper_100g
Numeric

Distinct count	313
Unique (%)	0.1%
Missing (%)	99.6%
Missing (n)	497911
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.008938924416
Minimum	-6.896552
Maximum	16.483516
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-6.896552
5-th percentile	4.5e-05
Q1	0.000177
Median	0.000417
Q3	0.001
95-th percentile	0.0019
Maximum	16.483516
Range	23.380068
Interquartile range	0.000823

Descriptive statistics

Standard deviation	0.4097394465
Coef of variation	45.83766764
Kurtosis	1304.238786
Mean	0.008938924416
MAD	0.0230759069
Skewness	29.92398493
Sum	18.67341311
Variance	0.167886414
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.001	107	< 0.1%
0.001071	107	< 0.1%
0.001429	98	< 0.1%
0.000571	90	< 0.1%
0.000133	78	< 0.1%
0.000364	77	< 0.1%
5.4e-05	64	< 0.1%
0.002143	59	< 0.1%
0.001333	55	< 0.1%
0.000714	53	< 0.1%
Other values (302)	1301	0.3%
(Missing)	497911	99.6%

Minimum 5 values

Value	Count	Frequency (%)
-6.896552	1	< 0.1%
0	13	< 0.1%
8.06e-07	1	< 0.1%
4e-06	1	< 0.1%
8e-06	6	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
16.483516	1	< 0.1%
5.263158	1	< 0.1%
1.9	1	< 0.1%
0.35	1	< 0.1%
0.083	1	< 0.1%

countries
Categorical

Distinct count	2286
Unique (%)	0.5%
Missing (%)	0.2%
Missing (n)	1185

France	207714
United States	169150
en:france	21710
Other values (2282)	100241

Toggle details

Common values
Composition

Value	Count	Frequency (%)
France	207714	41.5%
United States	169150	33.8%
en:france	21710	4.3%
en:FR	19797	4.0%
en:France	10971	2.2%
en:fr	9499	1.9%
Canada	3352	0.7%
United Kingdom	2092	0.4%
en:BE	2046	0.4%
Deutschland	1984	0.4%
Other values (2275)	50500	10.1%

Max length	201
Mean length	9.090364
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

countries_en
Categorical

Distinct count	843
Unique (%)	0.2%
Missing (%)	0.2%
Missing (n)	1185

France	270318
United States	174358
Spain	5406
Other values (839)	48733

Toggle details

Common values
Composition

Value	Count	Frequency (%)
France	270318	54.1%
United States	174358	34.9%
Spain	5406	1.1%
Belgium	5176	1.0%
Canada	4626	0.9%
Switzerland	4505	0.9%
Germany	4264	0.9%
United Kingdom	3730	0.7%
France,Germany	2573	0.5%
Belgium,France	1724	0.3%
Other values (832)	22135	4.4%

Max length	204
Mean length	8.934384
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

countries_tags
Categorical

Distinct count	843
Unique (%)	0.2%
Missing (%)	0.2%
Missing (n)	1185

en:france	270318
en:united-states	174358
en:spain	5406
Other values (839)	48733

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:france	270318	54.1%
en:united-states	174358	34.9%
en:spain	5406	1.1%
en:belgium	5176	1.0%
en:canada	4626	0.9%
en:switzerland	4505	0.9%
en:germany	4264	0.9%
en:united-kingdom	3730	0.7%
en:france,en:germany	2573	0.5%
en:belgium,en:france	1724	0.3%
Other values (832)	22135	4.4%

Max length	270
Mean length	12.028602
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

created_datetime
Categorical

Distinct count	370880
Unique (%)	74.2%
Missing (%)	< 0.1%
Missing (n)	1

2017-03-09T16:32:00Z	20
2017-03-09T10:37:09Z	20
2019-03-11T15:48:20Z	20
Other values (370876)	499939

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2017-03-09T16:32:00Z	20	< 0.1%
2017-03-09T10:37:09Z	20	< 0.1%
2019-03-11T15:48:20Z	20	< 0.1%
2019-01-29T13:06:22Z	19	< 0.1%
2017-03-09T16:35:22Z	18	< 0.1%
2019-01-29T13:05:12Z	17	< 0.1%
2017-03-09T16:30:02Z	17	< 0.1%
2017-03-09T16:30:52Z	17	< 0.1%
2017-03-09T11:31:37Z	16	< 0.1%
2017-03-09T16:29:00Z	16	< 0.1%
Other values (370869)	499819	> 99.9%

Max length	20
Mean length	19.999966
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

created_t
Numeric

Distinct count	370880
Unique (%)	74.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1508159693
Minimum	0
Maximum	1565655345
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1436237113
Q1	1489070236
Median	1506882377
Q3	1538182961
95-th percentile	1560133495
Maximum	1565655345
Range	1565655345
Interquartile range	49112724.75

Descriptive statistics

Standard deviation	38194277.34
Coef of variation	0.02532508827
Kurtosis	7.105794385
Mean	1508159693
MAD	30141628.53
Skewness	-1.169339876
Sum	7.540798464e+14
Variance	1.458802821e+15
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1489077120	20	< 0.1%
1552319300	20	< 0.1%
1489055829	20	< 0.1%
1548767182	19	< 0.1%
1489077322	18	< 0.1%
1548767112	17	< 0.1%
1489077052	17	< 0.1%
1489077002	17	< 0.1%
1489076940	16	< 0.1%
1489059097	16	< 0.1%
Other values (370870)	499820	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1328783696	1	< 0.1%
1328971867	1	< 0.1%
1328986318	1	< 0.1%
1328994675	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1565655345	1	< 0.1%
1565654683	1	< 0.1%
1565654479	1	< 0.1%
1565653980	1	< 0.1%
1565653039	1	< 0.1%

creator
Categorical

Distinct count	5701
Unique (%)	1.1%
Missing (%)	0.0%
Missing (n)	0

kiliweb	196250
usda-ndb-import	166091
openfoodfacts-contributors	72111
Other values (5698)	65548

Toggle details

Common values
Composition

Value	Count	Frequency (%)
kiliweb	196250	39.2%
usda-ndb-import	166091	33.2%
openfoodfacts-contributors	72111	14.4%
date-limite-app	8070	1.6%
tacite	4461	0.9%
sebleouf	4146	0.8%
tacinte	2373	0.5%
foodvisor	2197	0.4%
elcoco	1896	0.4%
teolemon	1851	0.4%
Other values (5691)	40554	8.1%

Max length	35
Mean length	12.657998
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

emb_codes
Categorical

Distinct count	9664
Unique (%)	1.9%
Missing (%)	92.9%
Missing (n)	464508

FR 72.264.002 EC	304
EMB 56251E	216
EMB 72264	214
Other values (9660)	34758
(Missing)	464508

Toggle details

Common values
Composition

Value	Count	Frequency (%)
FR 72.264.002 EC	304	0.1%
EMB 56251E	216	< 0.1%
EMB 72264	214	< 0.1%
EMB 60282A - GOUVIEUX (OISE, FR)	208	< 0.1%
FR 29.247.022 EC	188	< 0.1%
FR 85.154.002 EC	168	< 0.1%
EMB 85065B	133	< 0.1%
FR 79.195.003 EC	108	< 0.1%
EMB 45273	107	< 0.1%
FR 40.261.001 EC	106	< 0.1%
Other values (9653)	33740	6.7%
(Missing)	464508	92.9%

Max length	331
Mean length	3.974122
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

emb_codes_tags
Categorical

Distinct count	9166
Unique (%)	1.8%
Missing (%)	92.9%
Missing (n)	464523

fr-72-264-002-ec	304
emb-56251e	216
emb-72264	216
Other values (9162)	34741
(Missing)	464523

Toggle details

Common values
Composition

Value	Count	Frequency (%)
fr-72-264-002-ec	304	0.1%
emb-56251e	216	< 0.1%
emb-72264	216	< 0.1%
emb-60282a-gouvieux-oise,fr	208	< 0.1%
fr-29-247-022-ec	189	< 0.1%
fr-85-154-002-ec	168	< 0.1%
emb-85065b	133	< 0.1%
emb-45273	108	< 0.1%
fr-79-195-003-ec	108	< 0.1%
fr-79-329-004-ec	108	< 0.1%
Other values (9155)	33719	6.7%
(Missing)	464523	92.9%

Max length	300
Mean length	3.966084
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

energy-from-fat_100g
Numeric

Distinct count	345
Unique (%)	0.1%
Missing (%)	99.8%
Missing (n)	499107
Infinite (%)	0.0%
Infinite (n)	0

Mean	550.3434378
Minimum	0
Maximum	3830
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	38.2
Median	280
Q3	840
95-th percentile	1850
Maximum	3830
Range	3830
Interquartile range	801.8

Descriptive statistics

Standard deviation	702.8266614
Coef of variation	1.277069214
Kurtosis	4.267708593
Mean	550.3434378
MAD	524.3108326
Skewness	1.952791506
Sum	491456.69
Variance	493965.316
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	187	< 0.1%
74.1	17	< 0.1%
1200	15	< 0.1%
1180	13	< 0.1%
2990	11	< 0.1%
1050	11	< 0.1%
35	11	< 0.1%
75	10	< 0.1%
837	9	< 0.1%
280	9	< 0.1%
Other values (334)	600	0.1%
(Missing)	499107	99.8%

Minimum 5 values

Value	Count	Frequency (%)
0	187	< 0.1%
6.36	1	< 0.1%
8.75	1	< 0.1%
8.88	1	< 0.1%
11.3	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3830	1	< 0.1%
3740	1	< 0.1%
3590	2	< 0.1%
3350	3	< 0.1%
3340	1	< 0.1%

energy_100g
Numeric

Distinct count	3796
Unique (%)	0.8%
Missing (%)	19.0%
Missing (n)	94949
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.645609785e+37
Minimum	0
Maximum	6.665558889e+42
Zeros (%)	2.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	71
Q1	439
Median	1063
Q3	1644
95-th percentile	2372
Maximum	6.665558889e+42
Range	6.665558889e+42
Interquartile range	1205

Descriptive statistics

Standard deviation	1.047325591e+40
Coef of variation	636.4361712
Kurtosis	405051
Mean	1.645609785e+37
MAD	3.291211444e+37
Skewness	636.4361712
Sum	6.665558889e+42
Variance	1.096890893e+80
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	12948	2.6%
2092	5363	1.1%
1674	4833	1.0%
1494	4233	0.8%
1644	3610	0.7%
1393	3471	0.7%
1046	3458	0.7%
1569	3216	0.6%
837	2528	0.5%
1197	2513	0.5%
Other values (3785)	358878	71.8%
(Missing)	94949	19.0%

Minimum 5 values

Value	Count	Frequency (%)
0	12948	2.6%
0.282	1	< 0.1%
0.286	1	< 0.1%
0.321	1	< 0.1%
0.417	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6.665558889e+42	1	< 0.1%
30682619	1	< 0.1%
208363	1	< 0.1%
200000	1	< 0.1%
121336	2	< 0.1%

fat_100g
Numeric

Distinct count	4216
Unique (%)	0.8%
Missing (%)	19.4%
Missing (n)	96750
Infinite (%)	0.0%
Infinite (n)	0

Mean	13.82914363
Minimum	0
Maximum	153679.4643
Zeros (%)	15.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
Median	6.9
Q3	21.3
95-th percentile	43.33
Maximum	153679.4643
Range	153679.4643
Interquartile range	20.8

Descriptive statistics

Standard deviation	251.8920771
Coef of variation	18.21458247
Kurtosis	344464.8196
Mean	13.82914363
MAD	13.33925079
Skewness	571.3239028
Sum	5576602.168
Variance	63449.6185
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	78426	15.7%
0.5	9767	2.0%
25	5331	1.1%
0.1	4935	1.0%
20	4694	0.9%
10	4198	0.8%
30	4010	0.8%
15	3646	0.7%
1	3494	0.7%
12	3486	0.7%
Other values (4205)	281263	56.3%
(Missing)	96750	19.4%

Minimum 5 values

Value	Count	Frequency (%)
0	78426	15.7%
1e-10	1	< 0.1%
1e-06	3	< 0.1%
2.1e-06	1	< 0.1%
1.2e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
153679.4643	1	< 0.1%
32900	1	< 0.1%
26000	1	< 0.1%
7000	1	< 0.1%
3500	2	< 0.1%

fiber_100g
Numeric

Distinct count	1356
Unique (%)	0.3%
Missing (%)	59.6%
Missing (n)	297859
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.926068991
Minimum	-20
Maximum	3500
Zeros (%)	13.9%

Toggle details

Quantile statistics

Minimum	-20
5-th percentile	0
Q1	0
Median	1.5
Q3	3.6
95-th percentile	10.6
Maximum	3500
Range	3520
Interquartile range	3.6

Descriptive statistics

Standard deviation	11.43632299
Coef of variation	3.908425612
Kurtosis	46385.1722
Mean	2.926068991
MAD	2.914063046
Skewness	172.6622117
Sum	591478.5119
Variance	130.7894835
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	69350	13.9%
3.6	8550	1.7%
1.8	4010	0.8%
3.3	3961	0.8%
0.8	3756	0.8%
7.1	3679	0.7%
1.6	3579	0.7%
1.2	3354	0.7%
2	3341	0.7%
2.4	3296	0.7%
Other values (1345)	95265	19.1%
(Missing)	297859	59.6%

Minimum 5 values

Value	Count	Frequency (%)
-20	1	< 0.1%
-6.7	1	< 0.1%
-1	1	< 0.1%
0	69350	13.9%
3.6e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3500	1	< 0.1%
1600	1	< 0.1%
1100	1	< 0.1%
900	2	< 0.1%
800	2	< 0.1%

first_packaging_code_geo
Categorical

Distinct count	2027
Unique (%)	0.4%
Missing (%)	94.4%
Missing (n)	472245

47.833333,-0.333333	766
47.633333,-2.666667	302
47.933333,-4.016667	268
Other values (2023)	26419
(Missing)	472245

Toggle details

Common values
Composition

Value	Count	Frequency (%)
47.833333,-0.333333	766	0.2%
47.633333,-2.666667	302	0.1%
47.933333,-4.016667	268	0.1%
49.183333,2.416667	265	0.1%
48.1,-4.333333	246	< 0.1%
49.266667,-0.666667	237	< 0.1%
49.083333,-0.65	215	< 0.1%
46.666667,-0.85	193	< 0.1%
46.783333,-0.833333	189	< 0.1%
48.116667,-1.4	185	< 0.1%
Other values (2016)	24889	5.0%
(Missing)	472245	94.4%

Max length	19
Mean length	3.69562
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

fluoride_100g
Numeric

Distinct count	40
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499903
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002809464948
Minimum	0
Maximum	0.031
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1e-05
Q1	2e-05
Median	0.00012
Q3	0.001
95-th percentile	0.025
Maximum	0.031
Range	0.031
Interquartile range	0.00098

Descriptive statistics

Standard deviation	0.007423127522
Coef of variation	2.64218549
Kurtosis	5.869811093
Mean	0.002809464948
MAD	0.004434966713
Skewness	2.735232979
Sum	0.2725181
Variance	5.510282221e-05
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.5e-05	8	< 0.1%
1e-05	8	< 0.1%
0.025	7	< 0.1%
0.0001	6	< 0.1%
5e-05	6	< 0.1%
0.0012	5	< 0.1%
0.00012	5	< 0.1%
2e-05	5	< 0.1%
3e-05	4	< 0.1%
0.0013	4	< 0.1%
Other values (29)	39	< 0.1%
(Missing)	499903	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1e-07	1	< 0.1%
2e-06	1	< 0.1%
1e-05	8	< 0.1%
1.3e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.031	1	< 0.1%
0.025	7	< 0.1%
0.0191	1	< 0.1%
0.0179	1	< 0.1%
0.003	1	< 0.1%

folates_100g
Numeric

Distinct count	267
Unique (%)	0.1%
Missing (%)	99.4%
Missing (n)	496950
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2053163928
Minimum	0
Maximum	178.571429
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	3e-06
Q1	4.2e-05
Median	0.000114
Q3	0.000214
95-th percentile	0.0004946
Maximum	178.571429
Range	178.571429
Interquartile range	0.000172

Descriptive statistics

Standard deviation	5.125523682
Coef of variation	24.96402558
Kurtosis	946.3357344
Mean	0.2053163928
MAD	0.4089689869
Skewness	29.87310333
Sum	626.214998
Variance	26.27099301
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.000214	340	0.1%
0.000179	158	< 0.1%
0	123	< 0.1%
2.9e-05	111	< 0.1%
7.7e-05	79	< 0.1%
0.000143	74	< 0.1%
2.5e-05	71	< 0.1%
0.000133	62	< 0.1%
0.000114	57	< 0.1%
1.7e-05	54	< 0.1%
Other values (256)	1921	0.4%
(Missing)	496950	99.4%

Minimum 5 values

Value	Count	Frequency (%)
0	123	< 0.1%
1e-06	3	< 0.1%
2e-06	7	< 0.1%
3e-06	29	< 0.1%
3.39e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
178.571429	1	< 0.1%
166.666667	1	< 0.1%
119.047619	1	< 0.1%
57.142857	1	< 0.1%
38.46	1	< 0.1%

fruits-vegetables-nuts-dried_100g
Numeric

Distinct count	58
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499802
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.791292929
Minimum	0
Maximum	100
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	4
95-th percentile	64.15
Maximum	100
Range	100
Interquartile range	4

Descriptive statistics

Standard deviation	20.52914829
Coef of variation	2.335168269
Kurtosis	6.597029879
Mean	8.791292929
MAD	13.21744067
Skewness	2.681210406
Sum	1740.676
Variance	421.4459296
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	118	< 0.1%
65	6	< 0.1%
55	3	< 0.1%
35	3	< 0.1%
3.1	3	< 0.1%
4	3	< 0.1%
4.8	3	< 0.1%
1.5	2	< 0.1%
25	2	< 0.1%
100	2	< 0.1%
Other values (47)	53	< 0.1%
(Missing)	499802	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	118	< 0.1%
0.006	1	< 0.1%
0.011	1	< 0.1%
0.2	1	< 0.1%
0.3	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	2	< 0.1%
95	1	< 0.1%
79	1	< 0.1%
65	6	< 0.1%
64	2	< 0.1%

fruits-vegetables-nuts-estimate_100g
Numeric

Distinct count	571
Unique (%)	0.1%
Missing (%)	99.0%
Missing (n)	495149
Infinite (%)	0.0%
Infinite (n)	0

Mean	45.02485426
Minimum	0
Maximum	100
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	5
Q1	15
Median	50
Q3	64.8
95-th percentile	99.9
Maximum	100
Range	100
Interquartile range	49.8

Descriptive statistics

Standard deviation	29.66251143
Coef of variation	0.6588030526
Kurtosis	-1.01849097
Mean	45.02485426
MAD	25.26103008
Skewness	0.2261612552
Sum	218415.568
Variance	879.8645842
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
50	404	0.1%
55	295	0.1%
60	241	< 0.1%
100	238	< 0.1%
65	191	< 0.1%
10	118	< 0.1%
8	87	< 0.1%
12	86	< 0.1%
45	77	< 0.1%
5	71	< 0.1%
Other values (560)	3043	0.6%
(Missing)	495149	99.0%

Minimum 5 values

Value	Count	Frequency (%)
0	58	< 0.1%
0.1	3	< 0.1%
0.2	1	< 0.1%
0.3	2	< 0.1%
0.4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	238	< 0.1%
99.99	1	< 0.1%
99.97	1	< 0.1%
99.9	20	< 0.1%
99.86	1	< 0.1%

fruits-vegetables-nuts_100g
Numeric

Distinct count	365
Unique (%)	0.1%
Missing (%)	99.6%
Missing (n)	497886
Infinite (%)	0.0%
Infinite (n)	0

Mean	38.762035
Minimum	0
Maximum	100
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7.225
Median	34
Q3	60
95-th percentile	100
Maximum	100
Range	100
Interquartile range	52.775

Descriptive statistics

Standard deviation	33.67462702
Coef of variation	0.8687528148
Kurtosis	-0.9772739064
Mean	38.762035
MAD	28.83726027
Skewness	0.4938147352
Sum	81942.942
Variance	1133.980505
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	426	0.1%
100	209	< 0.1%
50	177	< 0.1%
25	51	< 0.1%
55	51	< 0.1%
12	50	< 0.1%
65	47	< 0.1%
10	37	< 0.1%
60	36	< 0.1%
40	32	< 0.1%
Other values (354)	998	0.2%
(Missing)	497886	99.6%

Minimum 5 values

Value	Count	Frequency (%)
0	426	0.1%
0.05	1	< 0.1%
0.18	1	< 0.1%
0.44	1	< 0.1%
1	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	209	< 0.1%
99.97	1	< 0.1%
99.9	1	< 0.1%
99.8	2	< 0.1%
99.7	4	< 0.1%

generic_name
Categorical

Distinct count	31923
Unique (%)	6.4%
Missing (%)	91.6%
Missing (n)	458005

Beignets fourrés à la purée de framboise	117
Beignets fourrés à la purée de pomme	107
Pâtes alimentaires au blé dur de qualité supérieure	98
Other values (31919)	41673
(Missing)	458005

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Beignets fourrés à la purée de framboise	117	< 0.1%
Beignets fourrés à la purée de pomme	107	< 0.1%
Pâtes alimentaires au blé dur de qualité supérieure	98	< 0.1%
Pâtes alimentaires de qualité supérieure	89	< 0.1%
Plat préparé en conserve	57	< 0.1%
Pâte Feuilletée avec de la matière grasse végétale	48	< 0.1%
Confiserie gélifiée aromatisée	47	< 0.1%
Jambon cuit supérieur	46	< 0.1%
Lait demi-écrémé stérilisé UHT	40	< 0.1%
Jus d'orange	40	< 0.1%
Other values (31912)	41306	8.3%
(Missing)	458005	91.6%

Max length	418
Mean length	6.225322
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

glycemic-index_100g
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499999

30	1
(Missing)	499999

Toggle details

Common values
Composition

Value	Count	Frequency (%)
30	1	< 0.1%
(Missing)	499999	> 99.9%

Max length	4
Mean length	3.000002
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

image_ingredients_small_url
URL

Distinct count	246242
Unique (%)	49.2%
Missing (%)	50.7%
Missing (n)	253735

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/010/430/652/874676217/ingredients_de.6.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/005/150/000/6962/ingredients_en.5.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/326/385/153/8918/ingredients_fr.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/021/490/702/9068/ingredients_fr.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/111/704/5599/ingredients_fr.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/222/264/803/6274/ingredients_fr.10.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/008/752/130/0008/ingredients_fr.8.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/335/003/153/1989/ingredients_fr.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/025/305/502/5454/ingredients_fr.10.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/001/600/045/9335/ingredients_en.3.200.jpg	2	< 0.1%
Other values (246231)	246245	49.2%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
https	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
static.openfoodfacts.org	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
/images/products/001/600/045/9335/ingredients_en.3.200.jpg	2	< 0.1%
/images/products/021/490/702/9068/ingredients_fr.7.200.jpg	2	< 0.1%
/images/products/330/654/000/9235/ingredients_fr.7.200.jpg	2	< 0.1%
/images/products/025/305/502/5454/ingredients_fr.10.200.jpg	2	< 0.1%
/images/products/020/111/704/5599/ingredients_fr.7.200.jpg	2	< 0.1%
/images/products/339/461/000/5072/ingredients_fr.7.200.jpg	2	< 0.1%
/images/products/020/043/903/6544/ingredients_fr.7.200.jpg	2	< 0.1%
/images/products/010/430/652/874676217/ingredients_de.6.200.jpg	2	< 0.1%
/images/products/008/752/130/0008/ingredients_fr.8.200.jpg	2	< 0.1%
/images/products/306/143/210/6385/ingredients_fr.7.200.jpg	2	< 0.1%
Other values (246231)	246245	49.2%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
	246265	49.3%
(Missing)	253735	50.7%

image_ingredients_url
URL

Distinct count	246242
Unique (%)	49.2%
Missing (%)	50.7%
Missing (n)	253735

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/326/385/153/8918/ingredients_fr.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/222/264/803/6274/ingredients_fr.10.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/111/704/5599/ingredients_fr.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/335/003/343/5445/ingredients_fr.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/005/150/000/6962/ingredients_en.5.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/025/305/502/5454/ingredients_fr.10.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/010/430/652/874676217/ingredients_de.6.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/328/096/064/1261/ingredients_fr.6.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/335/003/153/1989/ingredients_fr.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/343/629/000/2047/ingredients_fr.9.400.jpg	2	< 0.1%
Other values (246231)	246245	49.2%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
https	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
static.openfoodfacts.org	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
/images/products/326/614/005/7247/ingredients_fr.7.400.jpg	2	< 0.1%
/images/products/326/385/153/8918/ingredients_fr.7.400.jpg	2	< 0.1%
/images/products/328/096/064/1261/ingredients_fr.6.400.jpg	2	< 0.1%
/images/products/343/629/000/2047/ingredients_fr.9.400.jpg	2	< 0.1%
/images/products/306/143/210/6385/ingredients_fr.7.400.jpg	2	< 0.1%
/images/products/241/184/302/6245/ingredients_fr.7.400.jpg	2	< 0.1%
/images/products/001/600/045/9335/ingredients_en.3.400.jpg	2	< 0.1%
/images/products/222/264/803/6274/ingredients_fr.10.400.jpg	2	< 0.1%
/images/products/342/842/005/3203/ingredients_fr.7.400.jpg	2	< 0.1%
/images/products/020/111/704/5599/ingredients_fr.7.400.jpg	2	< 0.1%
Other values (246231)	246245	49.2%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
	246265	49.3%
(Missing)	253735	50.7%

Value	Count	Frequency (%)
	246265	49.3%
(Missing)	253735	50.7%

image_nutrition_small_url
URL

Distinct count	105399
Unique (%)	21.1%
Missing (%)	78.9%
Missing (n)	394594

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/342/842/005/3203/nutrition_fr.10.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/071/582/610/2998/nutrition_en.15.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/001/932/000/1376/nutrition_en.8.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/010/430/652/874676217/nutrition_de.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/20525002/nutrition_de.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/266/611/803/2678/nutrition_fr.7.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/335/003/153/1989/nutrition_fr.10.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/306/143/210/6385/nutrition_fr.10.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/00853156/nutrition_fr.7.200.jpg	1	< 0.1%
https://static.openfoodfacts.org/images/products/006/563/350/5896/nutrition_en.13.200.jpg	1	< 0.1%
Other values (105388)	105388	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
https	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
static.openfoodfacts.org	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
/images/products/306/143/210/6385/nutrition_fr.10.200.jpg	2	< 0.1%
/images/products/342/842/005/3203/nutrition_fr.10.200.jpg	2	< 0.1%
/images/products/010/430/652/874676217/nutrition_de.7.200.jpg	2	< 0.1%
/images/products/266/611/803/2678/nutrition_fr.7.200.jpg	2	< 0.1%
/images/products/335/003/153/1989/nutrition_fr.10.200.jpg	2	< 0.1%
/images/products/071/582/610/2998/nutrition_en.15.200.jpg	2	< 0.1%
/images/products/20525002/nutrition_de.7.200.jpg	2	< 0.1%
/images/products/001/932/000/1376/nutrition_en.8.200.jpg	2	< 0.1%
/images/products/335/227/112/0060/nutrition_fr.13.200.jpg	1	< 0.1%
/images/products/26053790/nutrition_fr.11.200.jpg	1	< 0.1%
Other values (105388)	105388	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
	105406	21.1%
(Missing)	394594	78.9%

image_nutrition_url
URL

Distinct count	105399
Unique (%)	21.1%
Missing (%)	78.9%
Missing (n)	394594

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/342/842/005/3203/nutrition_fr.10.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/010/430/652/874676217/nutrition_de.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/071/582/610/2998/nutrition_en.15.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/306/143/210/6385/nutrition_fr.10.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/001/932/000/1376/nutrition_en.8.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/266/611/803/2678/nutrition_fr.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/20525002/nutrition_de.7.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/335/003/153/1989/nutrition_fr.10.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/325/039/254/3228/nutrition_fr.11.400.jpg	1	< 0.1%
https://static.openfoodfacts.org/images/products/325/622/542/8038/nutrition_fr.19.400.jpg	1	< 0.1%
Other values (105388)	105388	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
https	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
static.openfoodfacts.org	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
/images/products/010/430/652/874676217/nutrition_de.7.400.jpg	2	< 0.1%
/images/products/001/932/000/1376/nutrition_en.8.400.jpg	2	< 0.1%
/images/products/071/582/610/2998/nutrition_en.15.400.jpg	2	< 0.1%
/images/products/342/842/005/3203/nutrition_fr.10.400.jpg	2	< 0.1%
/images/products/20525002/nutrition_de.7.400.jpg	2	< 0.1%
/images/products/335/003/153/1989/nutrition_fr.10.400.jpg	2	< 0.1%
/images/products/306/143/210/6385/nutrition_fr.10.400.jpg	2	< 0.1%
/images/products/266/611/803/2678/nutrition_fr.7.400.jpg	2	< 0.1%
/images/products/333/316/000/1035/nutrition_fr.15.400.jpg	1	< 0.1%
/images/products/061/300/873/6422/nutrition_fr.4.400.jpg	1	< 0.1%
Other values (105388)	105388	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
	105406	21.1%
(Missing)	394594	78.9%

Value	Count	Frequency (%)
	105406	21.1%
(Missing)	394594	78.9%

image_small_url
URL

Distinct count	277995
Unique (%)	55.6%
Missing (%)	44.4%
Missing (n)	221962

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/063/809/754/5939/front_fr.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/326/385/153/8918/front_fr.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/043/903/6544/front_fr.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/326/614/005/7247/front_fr.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/028/485/806/2780/front_fr.3.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/266/611/803/2678/front_fr.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/089/470/001/013/front_en.4.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/010/430/652/874676217/front_de.5.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/254/702/3553/front_fr.3.200.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/241/184/302/6245/front_fr.4.200.jpg	2	< 0.1%
Other values (277984)	278018	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
https	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
static.openfoodfacts.org	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
/images/products/328/096/064/1261/front_fr.3.200.jpg	2	< 0.1%
/images/products/335/003/343/5445/front_fr.4.200.jpg	2	< 0.1%
/images/products/20525002/front_de.3.200.jpg	2	< 0.1%
/images/products/20164294/front_fr.3.200.jpg	2	< 0.1%
/images/products/235/003/200/2694/front_de.3.200.jpg	2	< 0.1%
/images/products/021/344/800/0987/front_en.3.200.jpg	2	< 0.1%
/images/products/343/629/000/2047/front_fr.7.200.jpg	2	< 0.1%
/images/products/010/430/652/874676217/front_de.5.200.jpg	2	< 0.1%
/images/products/067/277/411/3820/front_fr.35.200.jpg	2	< 0.1%
/images/products/005/150/000/6962/front_en.3.200.jpg	2	< 0.1%
Other values (277984)	278018	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
	278038	55.6%
(Missing)	221962	44.4%

image_url
URL

Distinct count	277995
Unique (%)	55.6%
Missing (%)	44.4%
Missing (n)	221962

Toggle details

Value	Count	Frequency (%)
https://static.openfoodfacts.org/images/products/071/582/610/2998/front_en.6.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/330/654/000/9235/front_fr.4.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/20525002/front_de.3.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/008/752/130/0008/front_fr.13.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/306/143/210/6385/front_fr.4.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/524/502/3351/front_fr.4.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/328/096/064/1261/front_fr.3.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/010/430/652/874676217/front_de.5.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/021/490/702/9068/front_fr.4.400.jpg	2	< 0.1%
https://static.openfoodfacts.org/images/products/020/043/903/6544/front_fr.4.400.jpg	2	< 0.1%
Other values (277984)	278018	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
https	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
static.openfoodfacts.org	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
/images/products/327/312/001/7167/front_fr.3.400.jpg	2	< 0.1%
/images/products/334/615/260/7504/front_fr.3.400.jpg	2	< 0.1%
/images/products/272/508/700/3956/front_fr.3.400.jpg	2	< 0.1%
/images/products/089/470/001/013/front_en.4.400.jpg	2	< 0.1%
/images/products/326/385/153/8918/front_fr.4.400.jpg	2	< 0.1%
/images/products/339/461/000/5072/front_fr.4.400.jpg	2	< 0.1%
/images/products/001/932/000/1376/front_en.3.400.jpg	2	< 0.1%
/images/products/020/043/903/6544/front_fr.4.400.jpg	2	< 0.1%
/images/products/335/003/343/5445/front_fr.4.400.jpg	2	< 0.1%
/images/products/025/413/300/7546/front_fr.4.400.jpg	2	< 0.1%
Other values (277984)	278018	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
	278038	55.6%
(Missing)	221962	44.4%

Value	Count	Frequency (%)
	278038	55.6%
(Missing)	221962	44.4%

ingredients_from_palm_oil
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

ingredients_from_palm_oil_n
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	43.0%
Missing (n)	215248

0	280669
1	4050
2	32
(Missing)	215248

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	280669	56.1%
1	4050	0.8%
2	32	< 0.1%
3	1	< 0.1%
(Missing)	215248	43.0%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

ingredients_from_palm_oil_tags
Categorical

Distinct count	14
Unique (%)	< 0.1%
Missing (%)	99.2%
Missing (n)	495917

huile-de-palme	3912
e304-palmitate-d-ascorbyle	113
huile-de-palme,e304-palmitate-d-ascorbyle	20
Other values (10)	38
(Missing)	495917

Toggle details

Common values
Composition

Value	Count	Frequency (%)
huile-de-palme	3912	0.8%
e304-palmitate-d-ascorbyle	113	< 0.1%
huile-de-palme,e304-palmitate-d-ascorbyle	20	< 0.1%
oleine-de-palme	15	< 0.1%
mono-et-diglycerides-d-acides-gras-de-palme	7	< 0.1%
huile-de-palme,oleine-de-palme	4	< 0.1%
stearine-de-palme	3	< 0.1%
e304-palmitate-d-ascorbyle,huile-de-palme	2	< 0.1%
stearine-de-palme,huile-de-palme	2	< 0.1%
huile-de-palme,stearine-de-palme	2	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	495917	99.2%

Max length	58
Mean length	3.094696
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

ingredients_text
Categorical

Distinct count	241113
Unique (%)	48.2%
Missing (%)	43.0%
Missing (n)	215248

Carbonated water, natural flavor.	222
Almonds.	212
Extra virgin olive oil.	191
Other values (241109)	284127
(Missing)	215248

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Carbonated water, natural flavor.	222	< 0.1%
Almonds.	212	< 0.1%
Extra virgin olive oil.	191	< 0.1%
Semolina (wheat), durum flour (wheat), niacin, ferrous sulfate (iron), thiamin mononitrate, riboflavin, folic acid.	184	< 0.1%
Extra virgin olive oil	177	< 0.1%
Honey	134	< 0.1%
Pecans.	127	< 0.1%
Walnuts.	126	< 0.1%
Contient des SULFITES	125	< 0.1%
Green beans, water, salt.	123	< 0.1%
Other values (241102)	283131	56.6%
(Missing)	215248	43.0%

Max length	7125
Mean length	125.445068
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

ingredients_that_may_be_from_palm_oil
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

ingredients_that_may_be_from_palm_oil_n
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	43.0%
Missing (n)	215248
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05784682812
Minimum	0
Maximum	5
Zeros (%)	54.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.2795271871
Coef of variation	4.832195579
Kurtosis	46.12845965
Mean	0.05784682812
MAD	0.1100948946
Skewness	6.019707667
Sum	16472
Variance	0.07813544833
Memory size	3.8 MiB

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	270972	54.2%
1	11659	2.3%
2	1645	0.3%
3	388	0.1%
4	81	< 0.1%
5	7	< 0.1%
(Missing)	215248	43.0%

Minimum 5 values

Value	Count	Frequency (%)
0	270972	54.2%
1	11659	2.3%
2	1645	0.3%
3	388	0.1%
4	81	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5	7	< 0.1%
4	81	< 0.1%
3	388	0.1%
2	1645	0.3%
1	11659	2.3%

ingredients_that_may_be_from_palm_oil_tags
Categorical

Distinct count	187
Unique (%)	< 0.1%
Missing (%)	97.2%
Missing (n)	486220

e471-mono-et-diglycerides-d-acides-gras-alimentaires	3153
e160a-beta-carotene	3054
huile-vegetale	2792
Other values (183)	4781
(Missing)	486220

Toggle details

Common values
Composition

Value	Count	Frequency (%)
e471-mono-et-diglycerides-d-acides-gras-alimentaires	3153	0.6%
e160a-beta-carotene	3054	0.6%
huile-vegetale	2792	0.6%
e433-monooleate-de-polyoxyethylene-de-sorbitane	2113	0.4%
huile-vegetale,e471-mono-et-diglycerides-d-acides-gras-alimentaires	569	0.1%
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e160a-beta-carotene	245	< 0.1%
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e481-stearoyl-2-lactylate-de-sodium	211	< 0.1%
e472e-ester-monoacethyltartrique-de-mono-et-diglycerides-d-acides-gras	190	< 0.1%
e471-mono-et-diglycerides-d-acides-gras-alimentaires,e472e-ester-monoacethyltartrique-de-mono-et-diglycerides-d-acides-gras	155	< 0.1%
e472b-ester-diacetyl-lactique-de-mono-et-diglycerides-d-acides-gras	114	< 0.1%
Other values (176)	1184	0.2%
(Missing)	486220	97.2%

Max length	255
Mean length	4.074618
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

inositol_100g
Numeric

Distinct count	13
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499983
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01978117647
Minimum	0.00135
Maximum	0.044
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.00135
5-th percentile	0.001958
Q1	0.004
Median	0.025
Q3	0.0276
95-th percentile	0.0336
Maximum	0.044
Range	0.04265
Interquartile range	0.0236

Descriptive statistics

Standard deviation	0.01272282589
Coef of variation	0.6431784229
Kurtosis	-0.7048158253
Mean	0.01978117647
MAD	0.01026186851
Skewness	-0.294749906
Sum	0.33628
Variance	0.0001618702985
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.025	3	< 0.1%
0.00211	3	< 0.1%
0.02	2	< 0.1%
0.0276	1	< 0.1%
0.004	1	< 0.1%
0.026	1	< 0.1%
0.028	1	< 0.1%
0.044	1	< 0.1%
0.024	1	< 0.1%
0.00135	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	499983	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.00135	1	< 0.1%
0.00211	3	< 0.1%
0.004	1	< 0.1%
0.02	2	< 0.1%
0.024	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.044	1	< 0.1%
0.031	1	< 0.1%
0.029	1	< 0.1%
0.028	1	< 0.1%
0.0276	1	< 0.1%

iodine_100g
Numeric

Distinct count	87
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499834
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.08138616596
Minimum	0
Maximum	13
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1e-05
Q1	2.21e-05
Median	7e-05
Q3	0.000182
95-th percentile	0.00302
Maximum	13
Range	13
Interquartile range	0.0001599

Descriptive statistics

Standard deviation	1.009240566
Coef of variation	12.40064026
Kurtosis	165.6754512
Mean	0.08138616596
MAD	0.1595208153
Skewness	12.86569471
Sum	13.51010355
Variance	1.018566521
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.00175	21	< 0.1%
1e-05	10	< 0.1%
1.5e-05	10	< 0.1%
1.2e-05	7	< 0.1%
3e-05	4	< 0.1%
8.9e-05	4	< 0.1%
2.21e-05	4	< 0.1%
1.6e-05	4	< 0.1%
9.2e-05	4	< 0.1%
0.0001	4	< 0.1%
Other values (76)	94	< 0.1%
(Missing)	499834	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
7.5e-07	1	< 0.1%
4e-06	1	< 0.1%
8.9e-06	1	< 0.1%
9.1e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
13	1	< 0.1%
0.403	1	< 0.1%
0.0191	1	< 0.1%
0.0067	1	< 0.1%
0.0061	1	< 0.1%

iron_100g
Numeric

Distinct count	1190
Unique (%)	0.2%
Missing (%)	72.5%
Missing (n)	362518
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.005106927894
Minimum	0
Maximum	50
Zeros (%)	8.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.00101
Q3	0.0024
95-th percentile	0.006
Maximum	50
Range	50
Interquartile range	0.0024

Descriptive statistics

Standard deviation	0.2855384606
Coef of variation	55.91198202
Kurtosis	21087.29243
Mean	0.005106927894
MAD	0.007298018286
Skewness	135.3848096
Sum	702.1106607
Variance	0.08153221247
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	41591	8.3%
0.00129	6417	1.3%
0.00257	4186	0.8%
0.0024	2467	0.5%
0.00064	2229	0.4%
0.0036	2213	0.4%
0.0012	2138	0.4%
0.00386	1972	0.4%
0.00321	1676	0.3%
0.0018	1546	0.3%
Other values (1179)	71047	14.2%
(Missing)	362518	72.5%

Minimum 5 values

Value	Count	Frequency (%)
0	41591	8.3%
5e-07	1	< 0.1%
1e-05	2	< 0.1%
2e-05	3	< 0.1%
3e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
50	2	< 0.1%
47.05882	1	< 0.1%
28.6	2	< 0.1%
20	2	< 0.1%
19.2	1	< 0.1%

labels
Categorical

Distinct count	18338
Unique (%)	3.7%
Missing (%)	85.9%
Missing (n)	429646

Bio	4623
Point Vert	3244
Bio, Bio européen, AB Agriculture Biologique	2211
Other values (18334)	60276
(Missing)	429646

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Bio	4623	0.9%
Point Vert	3244	0.6%
Bio, Bio européen, AB Agriculture Biologique	2211	0.4%
en:gluten-free	1210	0.2%
en:organic	1114	0.2%
Bio, Bio européen, FR-BIO-01	1037	0.2%
en:made-in-france	769	0.2%
Qualité supérieure	675	0.1%
Fabriqué en France	667	0.1%
en:no-preservatives	626	0.1%
Other values (18327)	54178	10.8%
(Missing)	429646	85.9%

Max length	393
Mean length	8.260536
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

labels_en
Categorical

Distinct count	15532
Unique (%)	3.1%
Missing (%)	85.9%
Missing (n)	429649

Organic	6564
Green Dot	3532
Organic,EU Organic,fr:AB Agriculture Biologique	2933
Other values (15528)	57322
(Missing)	429649

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Organic	6564	1.3%
Green Dot	3532	0.7%
Organic,EU Organic,fr:AB Agriculture Biologique	2933	0.6%
Gluten-free	1648	0.3%
Organic,EU Organic,FR-BIO-01	1475	0.3%
Made in France	1465	0.3%
No preservatives	1009	0.2%
PDO	890	0.2%
Organic,EU Organic,FR-BIO-01,fr:AB Agriculture Biologique	819	0.2%
Vegetarian,Vegan	780	0.2%
Other values (15521)	49236	9.8%
(Missing)	429649	85.9%

Max length	427
Mean length	7.992486
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

labels_tags
Categorical

Distinct count	15532
Unique (%)	3.1%
Missing (%)	85.9%
Missing (n)	429649

en:organic	6564
en:green-dot	3532
en:organic,en:eu-organic,fr:ab-agriculture-biologique	2933
Other values (15528)	57322
(Missing)	429649

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:organic	6564	1.3%
en:green-dot	3532	0.7%
en:organic,en:eu-organic,fr:ab-agriculture-biologique	2933	0.6%
en:gluten-free	1648	0.3%
en:organic,en:eu-organic,en:fr-bio-01	1475	0.3%
en:made-in-france	1465	0.3%
en:no-preservatives	1009	0.2%
en:pdo	890	0.2%
en:organic,en:eu-organic,en:fr-bio-01,fr:ab-agriculture-biologique	819	0.2%
en:vegetarian,en:vegan	780	0.2%
Other values (15521)	49236	9.8%
(Missing)	429649	85.9%

Max length	472
Mean length	8.85201
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

last_modified_datetime
Categorical

Distinct count	333597
Unique (%)	66.7%
Missing (%)	0.0%
Missing (n)	0

2019-02-12T18:38:13Z	106
2019-01-17T20:21:04Z	97
2019-02-12T18:38:11Z	86
Other values (333594)	499711

Toggle details

Common values
Composition

Value	Count	Frequency (%)
2019-02-12T18:38:13Z	106	< 0.1%
2019-01-17T20:21:04Z	97	< 0.1%
2019-02-12T18:38:11Z	86	< 0.1%
2019-02-12T18:38:12Z	84	< 0.1%
2019-02-12T18:38:10Z	72	< 0.1%
2019-02-10T18:20:55Z	68	< 0.1%
2019-01-17T20:21:16Z	65	< 0.1%
2019-01-17T20:21:02Z	58	< 0.1%
2019-01-17T20:21:03Z	56	< 0.1%
2019-02-02T20:01:10Z	52	< 0.1%
Other values (333587)	499256	99.9%

Max length	20
Mean length	20
Min length	20
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

last_modified_t
Numeric

Distinct count	333597
Unique (%)	66.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1528598959
Minimum	1333872755
Maximum	1565655345
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1333872755
5-th percentile	1489055817
Q1	1489134536
Median	1541793199
Q3	1554730128
95-th percentile	1563306255
Maximum	1565655345
Range	231782590
Interquartile range	65595592.5

Descriptive statistics

Standard deviation	31786482.28
Coef of variation	0.02079452042
Kurtosis	-0.3107212558
Mean	1528598959
MAD	28076239.57
Skewness	-0.725495002
Sum	7.642994797e+14
Variance	1.010380456e+15
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1549996693	106	< 0.1%
1547756464	97	< 0.1%
1549996691	86	< 0.1%
1549996692	84	< 0.1%
1549996690	72	< 0.1%
1549822855	68	< 0.1%
1547756476	65	< 0.1%
1547756462	58	< 0.1%
1547756463	56	< 0.1%
1549137670	52	< 0.1%
Other values (333587)	499256	99.9%

Minimum 5 values

Value	Count	Frequency (%)
1333872755	1	< 0.1%
1334696008	1	< 0.1%
1340279235	1	< 0.1%
1340816906	1	< 0.1%
1340828733	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1565655345	1	< 0.1%
1565654684	1	< 0.1%
1565654480	1	< 0.1%
1565653981	1	< 0.1%
1565653444	1	< 0.1%

magnesium_100g
Numeric

Distinct count	576
Unique (%)	0.1%
Missing (%)	98.8%
Missing (n)	494112
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7125257276
Minimum	0
Maximum	657.143
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.00337
Q1	0.02
Median	0.073
Q3	0.14
95-th percentile	0.286
Maximum	657.143
Range	657.143
Interquartile range	0.12

Descriptive statistics

Standard deviation	15.54366711
Coef of variation	21.81488543
Kurtosis	1155.686244
Mean	0.7125257276
MAD	1.21804207
Skewness	32.6339589
Sum	4195.351484
Variance	241.6055873
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.007	284	0.1%
0.01	249	< 0.1%
0.143	224	< 0.1%
0.057	206	< 0.1%
0.286	193	< 0.1%
0.214	129	< 0.1%
0.133	120	< 0.1%
0.017	113	< 0.1%
0.08	95	< 0.1%
0.086	94	< 0.1%
Other values (565)	4181	0.8%
(Missing)	494112	98.8%

Minimum 5 values

Value	Count	Frequency (%)
0	66	< 0.1%
5e-07	1	< 0.1%
6.5e-06	1	< 0.1%
9e-06	1	< 0.1%
3.5e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
657.143	1	< 0.1%
573.333	1	< 0.1%
506	1	< 0.1%
364.286	1	< 0.1%
333.333	1	< 0.1%

main_category
Categorical

Distinct count	3480
Unique (%)	0.7%
Missing (%)	65.6%
Missing (n)	327949

en:plant-based-foods-and-beverages	36820
en:snacks	21600
en:meats	20471
Other values (3476)	93160
(Missing)	327949

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:plant-based-foods-and-beverages	36820	7.4%
en:snacks	21600	4.3%
en:meats	20471	4.1%
en:dairies	19524	3.9%
en:beverages	16145	3.2%
en:groceries	10529	2.1%
en:meals	9855	2.0%
en:seafood	3443	0.7%
en:desserts	3367	0.7%
en:spreads	3144	0.6%
Other values (3469)	27153	5.4%
(Missing)	327949	65.6%

Max length	84
Mean length	7.477204
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

main_category_en
Categorical

Distinct count	3480
Unique (%)	0.7%
Missing (%)	65.6%
Missing (n)	327949

Plant-based foods and beverages	36820
Snacks	21600
Meats	20471
Other values (3476)	93160
(Missing)	327949

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Plant-based foods and beverages	36820	7.4%
Snacks	21600	4.3%
Meats	20471	4.1%
Dairies	19524	3.9%
Beverages	16145	3.2%
Groceries	10529	2.1%
Meals	9855	2.0%
Seafood	3443	0.7%
Desserts	3367	0.7%
Spreads	3144	0.6%
Other values (3469)	27153	5.4%
(Missing)	327949	65.6%

Max length	84
Mean length	6.473956
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

manganese_100g
Numeric

Distinct count	128
Unique (%)	< 0.1%
Missing (%)	99.7%
Missing (n)	498339
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.007286837104
Minimum	0
Maximum	3.3
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.001
Q3	0.002
95-th percentile	0.004
Maximum	3.3
Range	3.3
Interquartile range	0.002

Descriptive statistics

Standard deviation	0.1061431355
Coef of variation	14.56642079
Kurtosis	669.2651162
Mean	0.007286837104
MAD	0.01184344136
Skewness	24.37713145
Sum	12.10343643
Variance	0.01126636521
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	491	0.1%
0.002	453	0.1%
0.001	341	0.1%
0.003	98	< 0.1%
0.004	56	< 0.1%
0.005	13	< 0.1%
0.007	9	< 0.1%
0.0003	8	< 0.1%
1.5e-05	6	< 0.1%
0.0007	6	< 0.1%
Other values (117)	180	< 0.1%
(Missing)	498339	99.7%

Minimum 5 values

Value	Count	Frequency (%)
0	491	0.1%
2.7e-06	1	< 0.1%
3e-06	2	< 0.1%
3.33e-06	1	< 0.1%
4e-06	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3.3	1	< 0.1%
2.14	1	< 0.1%
1.2	1	< 0.1%
0.8	1	< 0.1%
0.7	2	< 0.1%

manufacturing_places
Categorical

Distinct count	8459
Unique (%)	1.7%
Missing (%)	92.5%
Missing (n)	462323

France	13255
Italie	793
Allemagne	677
Other values (8455)	22952
(Missing)	462323

Toggle details

Common values
Composition

Value	Count	Frequency (%)
France	13255	2.7%
Italie	793	0.2%
Allemagne	677	0.1%
Belgique	505	0.1%
France,Bretagne	464	0.1%
france	390	0.1%
Bretagne,France	380	0.1%
Espagne	357	0.1%
Royaume-Uni	268	0.1%
United Kingdom	253	0.1%
Other values (8448)	20335	4.1%
(Missing)	462323	92.5%

Max length	558
Mean length	4.562262
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

manufacturing_places_tags
Categorical

Distinct count	7682
Unique (%)	1.5%
Missing (%)	92.5%
Missing (n)	462337

france	13666
italie	833
allemagne	702
Other values (7678)	22462
(Missing)	462337

Toggle details

Common values
Composition

Value	Count	Frequency (%)
france	13666	2.7%
italie	833	0.2%
allemagne	702	0.1%
belgique	518	0.1%
france,bretagne	466	0.1%
bretagne,france	386	0.1%
espagne	370	0.1%
royaume-uni	278	0.1%
pays-bas	272	0.1%
united-kingdom	270	0.1%
Other values (7671)	19902	4.0%
(Missing)	462337	92.5%

Max length	539
Mean length	4.504002
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

molybdenum_100g
Numeric

Distinct count	14
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499984
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.305e-05
Minimum	0
Maximum	0.000144
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.695e-05
Median	3.56e-05
Q3	5e-05
95-th percentile	0.000114
Maximum	0.000144
Range	0.000144
Interquartile range	3.305e-05

Descriptive statistics

Standard deviation	4.147582428e-05
Coef of variation	0.9634337813
Kurtosis	1.099905299
Mean	4.305e-05
MAD	2.983125e-05
Skewness	1.191910601
Sum	0.0006888
Variance	1.720244e-09
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	3	< 0.1%
5e-05	2	< 0.1%
3.91e-05	1	< 0.1%
0.000101	1	< 0.1%
4.5e-05	1	< 0.1%
2.24e-05	1	< 0.1%
0.000144	1	< 0.1%
6e-07	1	< 0.1%
3.21e-05	1	< 0.1%
4.6e-05	1	< 0.1%
Other values (3)	3	< 0.1%
(Missing)	499984	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
6e-07	1	< 0.1%
2.24e-05	1	< 0.1%
2.5e-05	1	< 0.1%
2.96e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.000144	1	< 0.1%
0.000104	1	< 0.1%
0.000101	1	< 0.1%
5e-05	2	< 0.1%
4.6e-05	1	< 0.1%

monounsaturated-fat_100g
Numeric

Distinct count	987
Unique (%)	0.2%
Missing (%)	95.7%
Missing (n)	478259
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.17760816
Minimum	0
Maximum	100
Zeros (%)	1.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	3.95
Q3	10.61
95-th percentile	60
Maximum	100
Range	100
Interquartile range	10.61

Descriptive statistics

Standard deviation	16.40910268
Coef of variation	1.61227495
Kurtosis	5.91743877
Mean	10.17760816
MAD	10.83651365
Skewness	2.498828376
Sum	221271.379
Variance	269.2586509
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	5716	1.1%
66.67	606	0.1%
7.14	580	0.1%
8.93	441	0.1%
25	415	0.1%
10	388	0.1%
21.43	358	0.1%
3.33	348	0.1%
5.36	322	0.1%
5	310	0.1%
Other values (976)	12257	2.5%
(Missing)	478259	95.7%

Minimum 5 values

Value	Count	Frequency (%)
0	5716	1.1%
0.01	2	< 0.1%
0.02	3	< 0.1%
0.05	2	< 0.1%
0.08	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
86.67	1	< 0.1%
85.71	1	< 0.1%
83.57	1	< 0.1%
82	1	< 0.1%

no_nutriments
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

nova_group
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	60.2%
Missing (n)	301108

4	157417
3	27965
1	10157
(Missing)	301108

Toggle details

Common values
Composition

Value	Count	Frequency (%)
4	157417	31.5%
3	27965	5.6%
1	10157	2.0%
2	3353	0.7%
(Missing)	301108	60.2%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

nucleotides_100g
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499992
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0225
Minimum	0.018
Maximum	0.025
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.018
5-th percentile	0.0194
Q1	0.022
Median	0.0225
Q3	0.024
95-th percentile	0.02465
Maximum	0.025
Range	0.007
Interquartile range	0.002

Descriptive statistics

Standard deviation	0.002138089935
Coef of variation	0.09502621935
Kurtosis	2.638671875
Mean	0.0225
MAD	0.0015
Skewness	-1.344658123
Sum	0.18
Variance	4.571428571e-06
Memory size	3.8 MiB

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.022	3	< 0.1%
0.024	2	< 0.1%
0.018	1	< 0.1%
0.023	1	< 0.1%
0.025	1	< 0.1%
(Missing)	499992	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.018	1	< 0.1%
0.022	3	< 0.1%
0.023	1	< 0.1%
0.024	2	< 0.1%
0.025	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.025	1	< 0.1%
0.024	2	< 0.1%
0.023	1	< 0.1%
0.022	3	< 0.1%
0.018	1	< 0.1%

nutrition-score-fr_100g
Numeric

Distinct count	56
Unique (%)	< 0.1%
Missing (%)	73.0%
Missing (n)	364813
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.091961505
Minimum	-15
Maximum	40
Zeros (%)	1.4%

Toggle details

Quantile statistics

Minimum	-15
5-th percentile	-4
Q1	2
Median	10
Q3	16
95-th percentile	24
Maximum	40
Range	55
Interquartile range	14

Descriptive statistics

Standard deviation	8.809992712
Coef of variation	0.968987023
Kurtosis	-0.9696584752
Mean	9.091961505
MAD	7.645852248
Skewness	0.06586712581
Sum	1229115
Variance	77.61597158
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	7232	1.4%
14	7133	1.4%
13	6729	1.3%
11	6467	1.3%
3	6433	1.3%
2	6130	1.2%
12	5745	1.1%
1	5535	1.1%
15	5506	1.1%
4	5319	1.1%
Other values (45)	72958	14.6%
(Missing)	364813	73.0%

Minimum 5 values

Value	Count	Frequency (%)
-15	3	< 0.1%
-14	8	< 0.1%
-13	21	< 0.1%
-12	63	< 0.1%
-11	82	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
40	2	< 0.1%
38	1	< 0.1%
37	2	< 0.1%
36	6	< 0.1%
35	8	< 0.1%

nutrition-score-uk_100g
Numeric

Distinct count	56
Unique (%)	< 0.1%
Missing (%)	73.0%
Missing (n)	364813
Infinite (%)	0.0%
Infinite (n)	0

Mean	9.070236043
Minimum	-15
Maximum	40
Zeros (%)	1.7%

Toggle details

Quantile statistics

Minimum	-15
5-th percentile	-4
Q1	1
Median	9
Q3	17
95-th percentile	24
Maximum	40
Range	55
Interquartile range	16

Descriptive statistics

Standard deviation	9.306494146
Coef of variation	1.026047624
Kurtosis	-1.185068188
Mean	9.070236043
MAD	8.266428282
Skewness	0.1049767219
Sum	1226178
Variance	86.61083329
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	8273	1.7%
2	7089	1.4%
1	6867	1.4%
3	6210	1.2%
14	5489	1.1%
20	5371	1.1%
19	5359	1.1%
18	5162	1.0%
11	4961	1.0%
4	4871	1.0%
Other values (45)	75535	15.1%
(Missing)	364813	73.0%

Minimum 5 values

Value	Count	Frequency (%)
-15	3	< 0.1%
-14	8	< 0.1%
-13	21	< 0.1%
-12	63	< 0.1%
-11	82	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
40	1	< 0.1%
38	1	< 0.1%
37	2	< 0.1%
36	6	< 0.1%
35	9	< 0.1%

nutrition_grade_fr
Categorical

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	73.0%
Missing (n)	364813

d	43255
c	27726
e	25026
Other values (2)	39180
(Missing)	364813

Toggle details

Common values
Composition

Value	Count	Frequency (%)
d	43255	8.7%
c	27726	5.5%
e	25026	5.0%
a	21052	4.2%
b	18128	3.6%
(Missing)	364813	73.0%

Max length	3
Mean length	2.459252
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

omega-3-fat_100g
Numeric

Distinct count	232
Unique (%)	< 0.1%
Missing (%)	99.8%
Missing (n)	499218
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.248782412
Minimum	0
Maximum	130
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.03605
Q1	0.4925
Median	1.8
Q3	3.2
95-th percentile	10.095
Maximum	130
Range	130
Interquartile range	2.7075

Descriptive statistics

Standard deviation	7.595606336
Coef of variation	2.337985551
Kurtosis	121.1881709
Mean	3.248782412
MAD	3.03634503
Skewness	9.387929874
Sum	2540.547846
Variance	57.69323561
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.8	39	< 0.1%
2	38	< 0.1%
2.3	32	< 0.1%
1	23	< 0.1%
1.5	19	< 0.1%
0.8	19	< 0.1%
6	18	< 0.1%
2.1	16	< 0.1%
0.1	14	< 0.1%
1.4	13	< 0.1%
Other values (221)	551	0.1%
(Missing)	499218	99.8%

Minimum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
6.4e-05	1	< 0.1%
0.0001	1	< 0.1%
0.00015	1	< 0.1%
0.00041	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
130	1	< 0.1%
68	1	< 0.1%
60	1	< 0.1%
59	1	< 0.1%
58	1	< 0.1%

omega-6-fat_100g
Numeric

Distinct count	116
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499823
Infinite (%)	0.0%
Infinite (n)	0

Mean	15.16155391
Minimum	0
Maximum	71
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.0402
Q1	1.1
Median	7.6
Q3	23
95-th percentile	59
Maximum	71
Range	71
Interquartile range	21.9

Descriptive statistics

Standard deviation	18.56563811
Coef of variation	1.224520799
Kurtosis	1.316939839
Mean	15.16155391
MAD	14.42284863
Skewness	1.476992415
Sum	2683.595042
Variance	344.6829183
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.1	9	< 0.1%
0	6	< 0.1%
13.3	6	< 0.1%
7.6	6	< 0.1%
24	4	< 0.1%
0.84	3	< 0.1%
8	3	< 0.1%
0.7	3	< 0.1%
1.85	3	< 0.1%
11	3	< 0.1%
Other values (105)	131	< 0.1%
(Missing)	499823	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	6	< 0.1%
0.000854	1	< 0.1%
0.001	2	< 0.1%
0.05	1	< 0.1%
0.073732	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
71	3	< 0.1%
69	1	< 0.1%
61	1	< 0.1%
60	1	< 0.1%
59.5	2	< 0.1%

omega-9-fat_100g
Numeric

Distinct count	17
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499976
Infinite (%)	0.0%
Infinite (n)	0

Mean	41.88625
Minimum	2.07
Maximum	75
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	2.07
5-th percentile	9
Q1	27.1
Median	31.5
Q3	62.75
95-th percentile	75
Maximum	75
Range	72.93
Interquartile range	35.65

Descriptive statistics

Standard deviation	21.8404435
Coef of variation	0.5214227461
Kurtosis	-0.9473465765
Mean	41.88625
MAD	18.678125
Skewness	0.1991313688
Sum	1005.27
Variance	477.0049723
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
75	3	< 0.1%
29	3	< 0.1%
70	2	< 0.1%
27.1	2	< 0.1%
31	2	< 0.1%
27	2	< 0.1%
26	1	< 0.1%
50	1	< 0.1%
61	1	< 0.1%
46	1	< 0.1%
Other values (6)	6	< 0.1%
(Missing)	499976	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
2.07	1	< 0.1%
6	1	< 0.1%
26	1	< 0.1%
27	2	< 0.1%
27.1	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
75	3	< 0.1%
70	2	< 0.1%
68	1	< 0.1%
61	1	< 0.1%
53	1	< 0.1%

origins
Categorical

Distinct count	4736
Unique (%)	0.9%
Missing (%)	95.0%
Missing (n)	474962

France	8708
Union Européenne	997
Espagne	409
Other values (4732)	14924
(Missing)	474962

Toggle details

Common values
Composition

Value	Count	Frequency (%)
France	8708	1.7%
Union Européenne	997	0.2%
Espagne	409	0.1%
Union européenne	379	0.1%
Italie	334	0.1%
México	228	< 0.1%
Canada	217	< 0.1%
France,Hors France	168	< 0.1%
Estados Unidos	160	< 0.1%
Norvège	160	< 0.1%
Other values (4725)	13278	2.7%
(Missing)	474962	95.0%

Max length	626
Mean length	3.517122
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

origins_tags
Categorical

Distinct count	4186
Unique (%)	0.8%
Missing (%)	95.0%
Missing (n)	474989

france	8879
union-europeenne	1386
espagne	418
Other values (4182)	14328
(Missing)	474989

Toggle details

Common values
Composition

Value	Count	Frequency (%)
france	8879	1.8%
union-europeenne	1386	0.3%
espagne	418	0.1%
italie	346	0.1%
mexico	317	0.1%
canada	234	< 0.1%
estados-unidos	208	< 0.1%
france,hors-france	171	< 0.1%
norvege	163	< 0.1%
espana	161	< 0.1%
Other values (4175)	12728	2.5%
(Missing)	474989	95.0%

Max length	608
Mean length	3.512604
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

packaging
Categorical

Distinct count	17798
Unique (%)	3.6%
Missing (%)	83.7%
Missing (n)	418252

sachet,plastique	2216
Sachet,Plastique	1901
Plastique	1392
Other values (17794)	76239
(Missing)	418252

Toggle details

Common values
Composition

Value	Count	Frequency (%)
sachet,plastique	2216	0.4%
Sachet,Plastique	1901	0.4%
Plastique	1392	0.3%
Bouteille,Verre	1387	0.3%
Frais	1373	0.3%
plastique	1211	0.2%
Carton	1158	0.2%
Conserve	1155	0.2%
sachet	1048	0.2%
Bocal,Verre	884	0.2%
Other values (17787)	68023	13.6%
(Missing)	418252	83.7%

Max length	259
Mean length	5.680236
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

packaging_tags
Categorical

Distinct count	14398
Unique (%)	2.9%
Missing (%)	83.7%
Missing (n)	418254

sachet,plastique	4689
plastique	2608
carton	1893
Other values (14394)	72556
(Missing)	418254

Toggle details

Common values
Composition

Value	Count	Frequency (%)
sachet,plastique	4689	0.9%
plastique	2608	0.5%
carton	1893	0.4%
bouteille,verre	1818	0.4%
barquette,plastique	1709	0.3%
conserve	1639	0.3%
frais	1489	0.3%
frais,plastique	1450	0.3%
sachet	1401	0.3%
bocal,verre	1285	0.3%
Other values (14387)	61765	12.4%
(Missing)	418254	83.7%

Max length	252
Mean length	5.667238
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

pantothenic-acid_100g
Numeric

Distinct count	416
Unique (%)	0.1%
Missing (%)	99.6%
Missing (n)	497855
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.07074136282
Minimum	0
Maximum	60
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	8.3e-05
Q1	0.000417
Median	0.001429
Q3	0.004
95-th percentile	0.015385
Maximum	60
Range	60
Interquartile range	0.003583

Descriptive statistics

Standard deviation	1.572665959
Coef of variation	22.23120812
Kurtosis	1087.871602
Mean	0.07074136282
MAD	0.1327817738
Skewness	31.33431766
Sum	151.7402232
Variance	2.47327822
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.000417	237	< 0.1%
0.001429	95	< 0.1%
0	94	< 0.1%
0.004167	67	< 0.1%
0.005	66	< 0.1%
0.002941	44	< 0.1%
0.0009	38	< 0.1%
0.003	36	< 0.1%
0.000353	34	< 0.1%
0.000167	33	< 0.1%
Other values (405)	1401	0.3%
(Missing)	497855	99.6%

Minimum 5 values

Value	Count	Frequency (%)
0	94	< 0.1%
9e-07	2	< 0.1%
1.1e-06	1	< 0.1%
1.59e-06	1	< 0.1%
2.3e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
60	1	< 0.1%
33.33	1	< 0.1%
16.67	1	< 0.1%
16.13	1	< 0.1%
6.5	1	< 0.1%

ph_100g
Numeric

Distinct count	28
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499936
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.677232812
Minimum	0.0064
Maximum	8
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.0064
5-th percentile	5.06
Q1	6.275
Median	7.1
Q3	7.425
95-th percentile	7.97
Maximum	8
Range	7.9936
Interquartile range	1.15

Descriptive statistics

Standard deviation	1.422756932
Coef of variation	0.2130758313
Kurtosis	13.94868759
Mean	6.677232812
MAD	0.866045459
Skewness	-3.351690851
Sum	427.3429
Variance	2.024237288
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7.2	12	< 0.1%
6	6	< 0.1%
7.6	5	< 0.1%
7	4	< 0.1%
8	4	< 0.1%
6.6	3	< 0.1%
7.7	3	< 0.1%
6.8	3	< 0.1%
7.5	2	< 0.1%
5.7	2	< 0.1%
Other values (17)	20	< 0.1%
(Missing)	499936	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.0064	1	< 0.1%
0.0065	1	< 0.1%
4.8	1	< 0.1%
5	1	< 0.1%
5.4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
8	4	< 0.1%
7.8	1	< 0.1%
7.75	1	< 0.1%
7.7	3	< 0.1%
7.6	5	< 0.1%

phosphorus_100g
Numeric

Distinct count	533
Unique (%)	0.1%
Missing (%)	98.9%
Missing (n)	494445
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.9331990153
Minimum	0
Maximum	658
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.008
Q1	0.08875
Median	0.2
Q3	0.357
95-th percentile	0.625
Maximum	658
Range	658
Interquartile range	0.26825

Descriptive statistics

Standard deviation	17.14522984
Coef of variation	18.37253314
Kurtosis	876.0085966
Mean	0.9331990153
MAD	1.369948126
Skewness	28.49758865
Sum	5183.92053
Variance	293.9589062
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.143	250	0.1%
0.536	242	< 0.1%
0.008	238	< 0.1%
0.357	232	< 0.1%
0.286	177	< 0.1%
0.333	133	< 0.1%
0.2	117	< 0.1%
0.273	114	< 0.1%
0.5	114	< 0.1%
0.088	106	< 0.1%
Other values (522)	3832	0.8%
(Missing)	494445	98.9%

Minimum 5 values

Value	Count	Frequency (%)
0	48	< 0.1%
0.0019	1	< 0.1%
0.002	2	< 0.1%
0.0025	1	< 0.1%
0.003	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
658	1	< 0.1%
559.459	1	< 0.1%
493	1	< 0.1%
410.87	1	< 0.1%
400	1	< 0.1%

phylloquinone_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

pnns_groups_1
Categorical

Distinct count	15
Unique (%)	< 0.1%
Missing (%)	0.9%
Missing (n)	4533

unknown	348503
Fish Meat Eggs	25259
Sugary snacks	24008
Other values (11)	97697

Toggle details

Common values
Composition

Value	Count	Frequency (%)
unknown	348503	69.7%
Fish Meat Eggs	25259	5.1%
Sugary snacks	24008	4.8%
Milk and dairy products	22150	4.4%
Cereals and potatoes	14124	2.8%
Composite foods	14099	2.8%
Fat and sauces	12096	2.4%
Beverages	11257	2.3%
Fruits and vegetables	11142	2.2%
Salty snacks	9311	1.9%
Other values (4)	3518	0.7%
(Missing)	4533	0.9%

Max length	23
Mean length	9.59213
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

pnns_groups_2
Categorical

Distinct count	47
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	235

unknown	348503
One-dish meals	11749
Biscuits and cakes	11574
Other values (43)	127939

Toggle details

Common values
Composition

Value	Count	Frequency (%)
unknown	348503	69.7%
One-dish meals	11749	2.3%
Biscuits and cakes	11574	2.3%
Cheese	11480	2.3%
Processed meat	9680	1.9%
Sweets	9333	1.9%
Meat	8790	1.8%
Dressings and sauces	8339	1.7%
Milk and yogurt	6694	1.3%
Fish and seafood	5887	1.2%
Other values (36)	67736	13.5%

Max length	32
Mean length	8.601772
Min length	3
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

polyols_100g
Numeric

Distinct count	120
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499787
Infinite (%)	0.0%
Infinite (n)	0

Mean	33.60244131
Minimum	0
Maximum	100
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.1
Median	19
Q3	65
95-th percentile	97.44
Maximum	100
Range	100
Interquartile range	60.9

Descriptive statistics

Standard deviation	36.06759163
Coef of variation	1.073362238
Kurtosis	-0.8678185597
Mean	33.60244131
MAD	31.01900681
Skewness	0.8610329674
Sum	7157.32
Variance	1300.871166
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	32	< 0.1%
96	8	< 0.1%
11	5	< 0.1%
21	5	< 0.1%
97	5	< 0.1%
96.7	4	< 0.1%
17	4	< 0.1%
20	4	< 0.1%
98	3	< 0.1%
4.1	3	< 0.1%
Other values (109)	140	< 0.1%
(Missing)	499787	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	32	< 0.1%
0.7	1	< 0.1%
1	2	< 0.1%
1.13	1	< 0.1%
1.3	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	3	< 0.1%
98.6	1	< 0.1%
98.3	1	< 0.1%
98.1	1	< 0.1%
98	3	< 0.1%

polyunsaturated-fat_100g
Numeric

Distinct count	847
Unique (%)	0.2%
Missing (%)	95.6%
Missing (n)	478246
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.266669766
Minimum	0
Maximum	73.33
Zeros (%)	1.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	2.21
Q3	7.14
95-th percentile	26.67
Maximum	73.33
Range	73.33
Interquartile range	7.14

Descriptive statistics

Standard deviation	10.75216643
Coef of variation	1.715770391
Kurtosis	12.01164127
Mean	6.266669766
MAD	6.803353367
Skewness	3.205014308
Sum	136325.1341
Variance	115.609083
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	6277	1.3%
3.57	577	0.1%
10	497	0.1%
1.79	479	0.1%
0.89	432	0.1%
14.29	399	0.1%
7.14	395	0.1%
13.33	382	0.1%
21.43	303	0.1%
3.33	300	0.1%
Other values (836)	11713	2.3%
(Missing)	478246	95.6%

Minimum 5 values

Value	Count	Frequency (%)
0	6277	1.3%
0.01	3	< 0.1%
0.02	1	< 0.1%
0.0286	1	< 0.1%
0.04	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
73.33	3	< 0.1%
73	4	< 0.1%
72.22	2	< 0.1%
72	4	< 0.1%
71.5	2	< 0.1%

potassium_100g
Numeric

Distinct count	1215
Unique (%)	0.2%
Missing (%)	95.1%
Missing (n)	475277
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5377267181
Minimum	0
Maximum	1870.37
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.01
Q1	0.106
Median	0.18
Q3	0.341
95-th percentile	1
Maximum	1870.37
Range	1870.37
Interquartile range	0.235

Descriptive statistics

Standard deviation	13.91978749
Coef of variation	25.88636015
Kurtosis	13479.43537
Mean	0.5377267181
MAD	0.6110741373
Skewness	106.6724026
Sum	13294.21765
Variance	193.7604837
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	772	0.2%
0.188	604	0.1%
0.167	367	0.1%
0.1	320	0.1%
0.2	298	0.1%
0.15	278	0.1%
0.133	238	< 0.1%
0.643	232	< 0.1%
0.071	208	< 0.1%
0.153	204	< 0.1%
Other values (1204)	21202	4.2%
(Missing)	475277	95.1%

Minimum 5 values

Value	Count	Frequency (%)
0	772	0.2%
4e-07	1	< 0.1%
4e-05	5	< 0.1%
4.2e-05	1	< 0.1%
5e-05	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1870.37	1	< 0.1%
600	1	< 0.1%
506	1	< 0.1%
500	1	< 0.1%
358	1	< 0.1%

product_name
Categorical

Distinct count	317339
Unique (%)	63.5%
Missing (%)	7.8%
Missing (n)	39139

Comté	633
Filet de poulet	515
Emmental	403
Other values (317335)	459310
(Missing)	39139

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Comté	633	0.1%
Filet de poulet	515	0.1%
Emmental	403	0.1%
Ice Cream	400	0.1%
Filets de poulet	318	0.1%
Poulet	303	0.1%
Potato Chips	283	0.1%
Extra Virgin Olive Oil	281	0.1%
Premium Ice Cream	224	< 0.1%
Aiguillettes de poulet	221	< 0.1%
Other values (317328)	457280	91.5%
(Missing)	39139	7.8%

Max length	234
Mean length	22.817318
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

proteins_100g
Numeric

Distinct count	3344
Unique (%)	0.7%
Missing (%)	19.2%
Missing (n)	96056
Infinite (%)	0.0%
Infinite (n)	0

Mean	8.693551443
Minimum	-800
Maximum	31000
Zeros (%)	13.0%

Toggle details

Quantile statistics

Minimum	-800
5-th percentile	0
Q1	1.18
Median	5.9
Q3	12.8
95-th percentile	25
Maximum	31000
Range	31800
Interquartile range	11.62

Descriptive statistics

Standard deviation	62.49749916
Coef of variation	7.188949138
Kurtosis	187790.2028
Mean	8.693551443
MAD	7.250889417
Skewness	412.5644813
Sum	3511707.944
Variance	3905.937401
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	65114	13.0%
0.5	6786	1.4%
25	5833	1.2%
20	5810	1.2%
7.14	5668	1.1%
10	5327	1.1%
12	4274	0.9%
5	4253	0.9%
21	4007	0.8%
1	3848	0.8%
Other values (3333)	293024	58.6%
(Missing)	96056	19.2%

Minimum 5 values

Value	Count	Frequency (%)
-800	1	< 0.1%
-500	1	< 0.1%
-3.57	1	< 0.1%
0	65114	13.0%
1e-10	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
31000	1	< 0.1%
22000	1	< 0.1%
4700	1	< 0.1%
3200	1	< 0.1%
2700	2	< 0.1%

purchase_places
Categorical

Distinct count	5140
Unique (%)	1.0%
Missing (%)	88.9%
Missing (n)	444620

France	19956
Lyon,France	2174
Courrières,France	1479
Other values (5136)	31771
(Missing)	444620

Toggle details

Common values
Composition

Value	Count	Frequency (%)
France	19956	4.0%
Lyon,France	2174	0.4%
Courrières,France	1479	0.3%
France,Nantes	1436	0.3%
Paris,France	1361	0.3%
Rennes,France	692	0.1%
España	691	0.1%
Canada	598	0.1%
Paris	441	0.1%
France,Trignac	431	0.1%
Other values (5129)	26121	5.2%
(Missing)	444620	88.9%

Max length	124
Mean length	3.989718
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

quantity
Categorical

Distinct count	16502
Unique (%)	3.3%
Missing (%)	75.4%
Missing (n)	377150

500 g	4997
250 g	4515
200 g	4318
Other values (16498)	109020
(Missing)	377150

Toggle details

Common values
Composition

Value	Count	Frequency (%)
500 g	4997	1.0%
250 g	4515	0.9%
200 g	4318	0.9%
300 g	3436	0.7%
400 g	3162	0.6%
100 g	2984	0.6%
150 g	2575	0.5%
1 kg	2284	0.5%
125 g	1573	0.3%
180 g	1518	0.3%
Other values (16491)	91488	18.3%
(Missing)	377150	75.4%

Max length	194
Mean length	3.801316
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

salt_100g
Numeric

Distinct count	6610
Unique (%)	1.3%
Missing (%)	20.7%
Missing (n)	103288
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.923091923
Minimum	0
Maximum	101600
Zeros (%)	9.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.09
Median	0.67564
Q3	1.45034
95-th percentile	4.105783
Maximum	101600
Range	101600
Interquartile range	1.36034

Descriptive statistics

Standard deviation	272.6828174
Coef of variation	69.50711907
Kurtosis	104990.1578
Mean	3.923091923
MAD	5.920990694
Skewness	306.7820063
Sum	1556337.643
Variance	74355.91891
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	47190	9.4%
0.1	10084	2.0%
0.01	9433	1.9%
1	7808	1.6%
1.1	5604	1.1%
1.5	5582	1.1%
1.3	5178	1.0%
1.2	5046	1.0%
1.4	4958	1.0%
1.8	4373	0.9%
Other values (6599)	291456	58.3%
(Missing)	103288	20.7%

Minimum 5 values

Value	Count	Frequency (%)
0	47190	9.4%
7.2e-09	1	< 0.1%
1e-08	1	< 0.1%
1e-07	1	< 0.1%
4e-07	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
101600	1	< 0.1%
99900	1	< 0.1%
64312.8	1	< 0.1%
50800	1	< 0.1%
22200	1	< 0.1%

saturated-fat_100g
Numeric

Distinct count	2839
Unique (%)	0.6%
Missing (%)	24.5%
Missing (n)	122434
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.51074033
Minimum	0
Maximum	18000
Zeros (%)	17.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1
Median	2.08
Q3	7.9
95-th percentile	20
Maximum	18000
Range	18000
Interquartile range	7.8

Descriptive statistics

Standard deviation	40.24237337
Coef of variation	7.302534861
Kurtosis	156570.0942
Mean	5.51074033
MAD	5.752978414
Skewness	378.7057219
Sum	2080668.183
Variance	1619.448615
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	88056	17.6%
0.1	12984	2.6%
0.5	5942	1.2%
1	5874	1.2%
0.2	5865	1.2%
0.3	5240	1.0%
0.4	5130	1.0%
20	4017	0.8%
2	3830	0.8%
10	3550	0.7%
Other values (2828)	237078	47.4%
(Missing)	122434	24.5%

Minimum 5 values

Value	Count	Frequency (%)
0	88056	17.6%
1e-12	1	< 0.1%
1e-08	1	< 0.1%
1e-07	1	< 0.1%
5e-07	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
18000	1	< 0.1%
14900	1	< 0.1%
5555	1	< 0.1%
2000	1	< 0.1%
1500	1	< 0.1%

selenium_100g
Numeric

Distinct count	162
Unique (%)	< 0.1%
Missing (%)	99.8%
Missing (n)	498886
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.004596036846
Minimum	-2e-06
Maximum	3.571429
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-2e-06
5-th percentile	2e-06
Q1	5e-06
Median	2.5e-05
Q3	6.2e-05
95-th percentile	0.000112
Maximum	3.571429
Range	3.571431
Interquartile range	5.7e-05

Descriptive statistics

Standard deviation	0.1160195859
Coef of variation	25.24339769
Kurtosis	828.8835531
Mean	0.004596036846
MAD	0.009088396636
Skewness	28.08140783
Sum	5.119985047
Variance	0.01346054431
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
4e-06	61	< 0.1%
3e-06	58	< 0.1%
5e-06	58	< 0.1%
2e-06	54	< 0.1%
7.5e-05	44	< 0.1%
1e-05	43	< 0.1%
3e-05	36	< 0.1%
9.5e-05	33	< 0.1%
6.2e-05	32	< 0.1%
8.8e-05	30	< 0.1%
Other values (151)	665	0.1%
(Missing)	498886	99.8%

Minimum 5 values

Value	Count	Frequency (%)
-2e-06	1	< 0.1%
0	24	< 0.1%
7e-07	7	< 0.1%
7.41e-07	1	< 0.1%
8.33e-07	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
3.571429	1	< 0.1%
1.5	1	< 0.1%
0.001935	1	< 0.1%
0.00192	1	< 0.1%
0.00096	1	< 0.1%

serum-proteins_100g
Numeric

Distinct count	19
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499974
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.155769231
Minimum	0
Maximum	20
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.3
Q1	0.325
Median	3.165
Q3	5.7
95-th percentile	12.975
Maximum	20
Range	20
Interquartile range	5.375

Descriptive statistics

Standard deviation	4.769945218
Coef of variation	1.147788761
Kurtosis	4.038747807
Mean	4.155769231
MAD	3.434674556
Skewness	1.841183173
Sum	108.05
Variance	22.75237738
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.3	6	< 0.1%
1.9	2	< 0.1%
5.8	2	< 0.1%
4.7	2	< 0.1%
13.8	1	< 0.1%
5.2	1	< 0.1%
0.4	1	< 0.1%
20	1	< 0.1%
7.17	1	< 0.1%
5.4	1	< 0.1%
Other values (8)	8	< 0.1%
(Missing)	499974	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.3	6	< 0.1%
0.4	1	< 0.1%
0.5	1	< 0.1%
0.7	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
20	1	< 0.1%
13.8	1	< 0.1%
10.5	1	< 0.1%
7.17	1	< 0.1%
7.1	1	< 0.1%

serving_quantity
Numeric

Distinct count	1497
Unique (%)	0.3%
Missing (%)	57.9%
Missing (n)	289392
Infinite (%)	0.0%
Infinite (n)	0

Mean	5582.114846
Minimum	0
Maximum	999999999
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	5
Q1	28
Median	42
Q3	112
95-th percentile	250
Maximum	999999999
Range	999999999
Interquartile range	84

Descriptive statistics

Standard deviation	2205238.205
Coef of variation	395.054252
Kurtosis	200888.7136
Mean	5582.114846
MAD	11000.14579
Skewness	444.4153241
Sum	1175638043
Variance	4.863075542e+12
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
28	21050	4.2%
30	14700	2.9%
240	8301	1.7%
40	7278	1.5%
15	7049	1.4%
100	6444	1.3%
56	5294	1.1%
85	4106	0.8%
125	3525	0.7%
113	3425	0.7%
Other values (1486)	129436	25.9%
(Missing)	289392	57.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1500	0.3%
1e-06	1	< 0.1%
2e-06	1	< 0.1%
0.0001	2	< 0.1%
0.00025	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
999999999	1	< 0.1%
155555555	1	< 0.1%
2601059	1	< 0.1%
100000	1	< 0.1%
45341	1	< 0.1%

serving_size
Categorical

Distinct count	24633
Unique (%)	4.9%
Missing (%)	57.9%
Missing (n)	289449

240 ml (8 fl oz)	5409
28 g (1 oz)	5292
28 g (1 ONZ)	3733
Other values (24629)	196117
(Missing)	289449

Toggle details

Common values
Composition

Value	Count	Frequency (%)
240 ml (8 fl oz)	5409	1.1%
28 g (1 oz)	5292	1.1%
28 g (1 ONZ)	3733	0.7%
100g	3178	0.6%
30 g (2 Tbsp)	2839	0.6%
15 ml (1 Tbsp)	2816	0.6%
30 g	2136	0.4%
30 g (0.25 cup)	2099	0.4%
240 ml (1 cup)	1976	0.4%
14 g (1 Tbsp)	1837	0.4%
Other values (24622)	179236	35.8%
(Missing)	289449	57.9%

Max length	190
Mean length	7.160874
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

silica_100g
Numeric

Distinct count	32
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499944
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05243503929
Minimum	0
Maximum	1.5
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.001125
Q1	0.001912
Median	0.003385
Q3	0.017
95-th percentile	0.1515
Maximum	1.5
Range	1.5
Interquartile range	0.015088

Descriptive statistics

Standard deviation	0.213119659
Coef of variation	4.064451212
Kurtosis	40.53827409
Mean	0.05243503929
MAD	0.07983070867
Skewness	6.145035211
Sum	2.9363622
Variance	0.04541998904
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0015	7	< 0.1%
0.015	6	< 0.1%
0.00327	4	< 0.1%
0.00317	3	< 0.1%
0.027	3	< 0.1%
0.0035	3	< 0.1%
0.0027	2	< 0.1%
0.00237	2	< 0.1%
0.0032	2	< 0.1%
0.001912	2	< 0.1%
Other values (21)	22	< 0.1%
(Missing)	499944	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
8.2e-06	1	< 0.1%
0.00075	1	< 0.1%
0.00125	1	< 0.1%
0.00135	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1.5	1	< 0.1%
0.525	1	< 0.1%
0.327	1	< 0.1%
0.093	1	< 0.1%
0.036	1	< 0.1%

sodium_100g
Numeric

Distinct count	7666
Unique (%)	1.5%
Missing (%)	20.7%
Missing (n)	103301
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.553444484
Minimum	0
Maximum	40640
Zeros (%)	9.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.033528
Median	0.265176
Q3	0.576072
95-th percentile	1.64
Maximum	40640
Range	40640
Interquartile range	0.542544

Descriptive statistics

Standard deviation	108.8716928
Coef of variation	70.08405772
Kurtosis	105937.7885
Mean	1.553444484
MAD	2.342691244
Skewness	308.6545842
Sum	616249.8732
Variance	11853.0455
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	47189	9.4%
0.04	10075	2.0%
0.004	9421	1.9%
0.4	7804	1.6%
0.44	5596	1.1%
0.6	5577	1.1%
0.52	5171	1.0%
0.48	5039	1.0%
0.56	4953	1.0%
0.72	4369	0.9%
Other values (7655)	291505	58.3%
(Missing)	103301	20.7%

Minimum 5 values

Value	Count	Frequency (%)
0	47189	9.4%
4e-13	1	< 0.1%
8e-13	1	< 0.1%
2e-12	1	< 0.1%
8.72e-12	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
40640	1	< 0.1%
40000	1	< 0.1%
25725.12	1	< 0.1%
20300	1	< 0.1%
8890	1	< 0.1%

starch_100g
Numeric

Distinct count	116
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499828
Infinite (%)	0.0%
Infinite (n)	0

Mean	31.10732558
Minimum	0
Maximum	87.8
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	4.4
Median	29.1
Q3	55.325
95-th percentile	71
Maximum	87.8
Range	87.8
Interquartile range	50.925

Descriptive statistics

Standard deviation	26.02968519
Coef of variation	0.8367702688
Kurtosis	-1.258349787
Mean	31.10732558
MAD	22.70804624
Skewness	0.3330581935
Sum	5350.46
Variance	677.5445109
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.5	11	< 0.1%
38	6	< 0.1%
70	5	< 0.1%
0	5	< 0.1%
71	5	< 0.1%
65	4	< 0.1%
29.1	4	< 0.1%
4.4	3	< 0.1%
60	3	< 0.1%
17.5	3	< 0.1%
Other values (105)	123	< 0.1%
(Missing)	499828	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0	5	< 0.1%
0.01	1	< 0.1%
0.2	1	< 0.1%
0.3	1	< 0.1%
0.4	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
87.8	1	< 0.1%
87.5	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75.6	1	< 0.1%

states
Categorical

Distinct count	793
Unique (%)	0.2%
Missing (%)	0.0%
Missing (n)	0

en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded	137535
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded	57265
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded	25233
Other values (790)	279967

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded	137535	27.5%
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded	57265	11.5%
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-uploaded	25233	5.0%
en:empty, en:to-be-completed, en:nutrition-facts-to-be-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-to-be-completed, en:photos-to-be-uploaded	23928	4.8%
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded	17664	3.5%
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded	16446	3.3%
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-to-be-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded	15710	3.1%
en:to-be-completed, en:nutrition-facts-to-be-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-to-be-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded	15316	3.1%
en:to-be-completed, en:nutrition-facts-completed, en:ingredients-to-be-completed, en:expiration-date-to-be-completed, en:packaging-code-to-be-completed, en:characteristics-to-be-completed, en:categories-to-be-completed, en:brands-completed, en:packaging-to-be-completed, en:quantity-to-be-completed, en:product-name-completed, en:photos-to-be-validated, en:photos-uploaded	13963	2.8%
en:to-be-checked, en:complete, en:nutrition-facts-completed, en:ingredients-completed, en:expiration-date-completed, en:packaging-code-completed, en:characteristics-completed, en:categories-completed, en:brands-completed, en:packaging-completed, en:quantity-completed, en:product-name-completed, en:photos-validated, en:photos-uploaded	13291	2.7%
Other values (783)	163649	32.7%

Max length	390
Mean length	357.932714
Min length	309
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

states_en
Categorical

Distinct count	793
Unique (%)	0.2%
Missing (%)	0.0%
Missing (n)	0

To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded	137535
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded	57265
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded	25233
Other values (790)	279967

Toggle details

Common values
Composition

Value	Count	Frequency (%)
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded	137535	27.5%
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded	57265	11.5%
To be completed,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be uploaded	25233	5.0%
Empty,To be completed,Nutrition facts to be completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name to be completed,Photos to be uploaded	23928	4.8%
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded	17664	3.5%
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date to be completed,Packaging code to be completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded	16446	3.3%
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date completed,Packaging code to be completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded	15710	3.1%
To be completed,Nutrition facts to be completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands to be completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded	15316	3.1%
To be completed,Nutrition facts completed,Ingredients to be completed,Expiration date to be completed,Packaging code to be completed,Characteristics to be completed,Categories to be completed,Brands completed,Packaging to be completed,Quantity to be completed,Product name completed,Photos to be validated,Photos uploaded	13963	2.8%
To be checked,Complete,Nutrition facts completed,Ingredients completed,Expiration date completed,Packaging code completed,Characteristics completed,Categories completed,Brands completed,Packaging completed,Quantity completed,Product name completed,Photos validated,Photos uploaded	13291	2.7%
Other values (783)	163649	32.7%

Max length	339
Mean length	307.876066
Min length	262
Contains chars	True
Contains digits	False
Contains spaces	True
Contains non-words	True

states_tags
Categorical

Distinct count	793
Unique (%)	0.2%
Missing (%)	0.0%
Missing (n)	0

en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded	137535
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded	57265
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded	25233
Other values (790)	279967

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded	137535	27.5%
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded	57265	11.5%
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-uploaded	25233	5.0%
en:empty,en:to-be-completed,en:nutrition-facts-to-be-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-to-be-completed,en:photos-to-be-uploaded	23928	4.8%
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded	17664	3.5%
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded	16446	3.3%
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-completed,en:packaging-code-to-be-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded	15710	3.1%
en:to-be-completed,en:nutrition-facts-to-be-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-to-be-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded	15316	3.1%
en:to-be-completed,en:nutrition-facts-completed,en:ingredients-to-be-completed,en:expiration-date-to-be-completed,en:packaging-code-to-be-completed,en:characteristics-to-be-completed,en:categories-to-be-completed,en:brands-completed,en:packaging-to-be-completed,en:quantity-to-be-completed,en:product-name-completed,en:photos-to-be-validated,en:photos-uploaded	13963	2.8%
en:to-be-checked,en:complete,en:nutrition-facts-completed,en:ingredients-completed,en:expiration-date-completed,en:packaging-code-completed,en:characteristics-completed,en:categories-completed,en:brands-completed,en:packaging-completed,en:quantity-completed,en:product-name-completed,en:photos-validated,en:photos-uploaded	13291	2.7%
Other values (783)	163649	32.7%

Max length	378
Mean length	346.168552
Min length	298
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	True

stores
Categorical

Distinct count	4517
Unique (%)	0.9%
Missing (%)	82.7%
Missing (n)	413387

Magasins U	8708
Lidl	5895
Carrefour	5165
Other values (4513)	66845
(Missing)	413387

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Magasins U	8708	1.7%
Lidl	5895	1.2%
Carrefour	5165	1.0%
Intermarché	4981	1.0%
Casino	4122	0.8%
Cora	3501	0.7%
Leader Price	3300	0.7%
Monoprix	2824	0.6%
Auchan	2822	0.6%
Meijer	2570	0.5%
Other values (4506)	42725	8.5%
(Missing)	413387	82.7%

Max length	286
Mean length	4.143054
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

sugars_100g
Numeric

Distinct count	4823
Unique (%)	1.0%
Missing (%)	21.6%
Missing (n)	107813
Infinite (%)	0.0%
Infinite (n)	0

Mean	14.27102119
Minimum	-17.86
Maximum	9600
Zeros (%)	11.7%

Toggle details

Quantile statistics

Minimum	-17.86
5-th percentile	0
Q1	0.7
Median	3.67
Q3	20
95-th percentile	60
Maximum	9600
Range	9617.86
Interquartile range	19.3

Descriptive statistics

Standard deviation	34.93142278
Coef of variation	2.447717113
Kurtosis	40880.29476
Mean	14.27102119
MAD	15.7106095
Skewness	156.3748014
Sum	5596908.986
Variance	1220.204297
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	58679	11.7%
0.5	18217	3.6%
1	8413	1.7%
3.57	7056	1.4%
0.6	4439	0.9%
0.7	4334	0.9%
0.1	4278	0.9%
2	4073	0.8%
3.33	3675	0.7%
0.8	3608	0.7%
Other values (4812)	275415	55.1%
(Missing)	107813	21.6%

Minimum 5 values

Value	Count	Frequency (%)
-17.86	1	< 0.1%
-6.67	1	< 0.1%
-6.25	1	< 0.1%
-3.57	1	< 0.1%
-1.2	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9600	1	< 0.1%
9580	1	< 0.1%
9100	1	< 0.1%
3100	1	< 0.1%
2500	1	< 0.1%

taurine_100g
Numeric

Distinct count	18
Unique (%)	< 0.1%
Missing (%)	> 99.9%
Missing (n)	499974
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5879161538
Minimum	0.00072
Maximum	11.2
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.00072
5-th percentile	0.002675
Q1	0.035
Median	0.0385
Q3	0.398
95-th percentile	0.423
Maximum	11.2
Range	11.19928
Interquartile range	0.363

Descriptive statistics

Standard deviation	2.17191804
Coef of variation	3.694264949
Kurtosis	25.59945747
Mean	0.5879161538
MAD	0.816314142
Skewness	5.042593473
Sum	15.28582
Variance	4.717227974
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.036	3	< 0.1%
0.423	3	< 0.1%
0.035	3	< 0.1%
0.4	2	< 0.1%
0.039	2	< 0.1%
0.372	2	< 0.1%
0.02	1	< 0.1%
0.037	1	< 0.1%
0.041	1	< 0.1%
0.038	1	< 0.1%
Other values (7)	7	< 0.1%
(Missing)	499974	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
0.00072	1	< 0.1%
0.0018	1	< 0.1%
0.0053	1	< 0.1%
0.02	1	< 0.1%
0.029	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
11.2	1	< 0.1%
0.423	3	< 0.1%
0.417	1	< 0.1%
0.4	2	< 0.1%
0.392	1	< 0.1%

traces
Categorical

Distinct count	8730
Unique (%)	1.7%
Missing (%)	94.3%
Missing (n)	471511

Fruits à coque	974
en:nuts	967
en:milk	610
Other values (8726)	25938
(Missing)	471511

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Fruits à coque	974	0.2%
en:nuts	967	0.2%
en:milk	610	0.1%
Lait	387	0.1%
Gluten	375	0.1%
en:nuts,en:soybeans	350	0.1%
en:gluten	344	0.1%
Soja	319	0.1%
en:soybeans	317	0.1%
en:eggs	291	0.1%
Other values (8719)	23555	4.7%
(Missing)	471511	94.3%

Max length	561
Mean length	4.556382
Min length	2
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

traces_en
Categorical

Distinct count	4579
Unique (%)	0.9%
Missing (%)	92.6%
Missing (n)	463221

Nuts	3153
Milk	1619
Soybeans	1221
Other values (4575)	30786
(Missing)	463221

Toggle details

Common values
Composition

Value	Count	Frequency (%)
Nuts	3153	0.6%
Milk	1619	0.3%
Soybeans	1221	0.2%
Gluten	1146	0.2%
Nuts,Soybeans	999	0.2%
Eggs	935	0.2%
Milk,Nuts	921	0.2%
Nuts,Peanuts	724	0.1%
Gluten,Nuts	693	0.1%
Celery	604	0.1%
Other values (4568)	24764	5.0%
(Missing)	463221	92.6%

Max length	413
Mean length	4.4635
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	True
Contains non-words	True

traces_tags
Categorical

Distinct count	4579
Unique (%)	0.9%
Missing (%)	92.6%
Missing (n)	463221

en:nuts	3153
en:milk	1619
en:soybeans	1221
Other values (4575)	30786
(Missing)	463221

Toggle details

Common values
Composition

Value	Count	Frequency (%)
en:nuts	3153	0.6%
en:milk	1619	0.3%
en:soybeans	1221	0.2%
en:gluten	1146	0.2%
en:nuts,en:soybeans	999	0.2%
en:eggs	935	0.2%
en:milk,en:nuts	921	0.2%
en:nuts,en:peanuts	724	0.1%
en:gluten,en:nuts	693	0.1%
en:celery	604	0.1%
Other values (4568)	24764	5.0%
(Missing)	463221	92.6%

Max length	473
Mean length	5.073592
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

trans-fat_100g
Numeric

Distinct count	435
Unique (%)	0.1%
Missing (%)	71.9%
Missing (n)	359714
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0723589011
Minimum	-3.57
Maximum	369
Zeros (%)	27.5%

Toggle details

Quantile statistics

Minimum	-3.57
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	369
Range	372.57
Interquartile range	0

Descriptive statistics

Standard deviation	1.500805729
Coef of variation	20.7411349
Kurtosis	27510.38854
Mean	0.0723589011
MAD	0.1418961353
Skewness	129.0727881
Sum	10150.9408
Variance	2.252417837
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	137424	27.5%
3.57	90	< 0.1%
0.2	79	< 0.1%
2.5	73	< 0.1%
1.79	69	< 0.1%
0.1	56	< 0.1%
0.88	48	< 0.1%
0.89	45	< 0.1%
5	44	< 0.1%
0.44	43	< 0.1%
Other values (424)	2315	0.5%
(Missing)	359714	71.9%

Minimum 5 values

Value	Count	Frequency (%)
-3.57	1	< 0.1%
-3.03	1	< 0.1%
-1	1	< 0.1%
-0.7	1	< 0.1%
0	137424	27.5%

Maximum 5 values

Value	Count	Frequency (%)
369	1	< 0.1%
130	2	< 0.1%
110	1	< 0.1%
100	1	< 0.1%
85.7	1	< 0.1%

url
URL

Distinct count	499944
Unique (%)	> 99.9%
Missing (%)	0.0%
Missing (n)	0

Toggle details

Value	Count	Frequency (%)
http://world-en.openfoodfacts.org/product/3383482295223	2	< 0.1%
http://world-en.openfoodfacts.org/product/0087521300008/dubbel-bruin-petrus	2	< 0.1%
http://world-en.openfoodfacts.org/product/0254133007546/pain-rando	2	< 0.1%
http://world-en.openfoodfacts.org/product/0201117045599/tarte-aux-fraises-4-6-personnes	2	< 0.1%
http://world-en.openfoodfacts.org/product/3361114019744/steak-haches-bio-les-eleveurs-de-bretagne	2	< 0.1%
http://world-en.openfoodfacts.org/product/20525002/tee-turkischer-apfel-lord-nelson	2	< 0.1%
http://world-en.openfoodfacts.org/product/2725087003956/filet-americain-carrefour-bio	2	< 0.1%
http://world-en.openfoodfacts.org/product/3350033435445/crevettes-tropicales-cuites-decortiquees-monoprix-bio	2	< 0.1%
http://world-en.openfoodfacts.org/product/2411843026245/jambon-cuit-a-l-ancienne	2	< 0.1%
http://world-en.openfoodfacts.org/product/0019320001376/0-75-oz-nabisco-airplane-cookies-honey-kraft-foods-inc	2	< 0.1%
Other values (499934)	499980	> 99.9%

Value	Count	Frequency (%)
http	500000	100.0%

Value	Count	Frequency (%)
world-en.openfoodfacts.org	500000	100.0%

Value	Count	Frequency (%)
/product/20292836/guacamole	2	< 0.1%
/product/2600105033392	2	< 0.1%
/product/3273120017167/riz-thai-1-2-complet-celnat	2	< 0.1%
/product/2193240002601	2	< 0.1%
/product/3350031531989/champignons-de-paris-entiers-1er-choix-monoprix	2	< 0.1%
/product/3217690055020/syrup-green-apple	2	< 0.1%
/product/3428420053203/buche-creme-au-beurre-parfum-chocolat-erhard	2	< 0.1%
/product/0672774113820/sauce-pour-saute-blue-dragon	2	< 0.1%
/product/2666117039821	2	< 0.1%
/product/0254133007546/pain-rando	2	< 0.1%
Other values (499934)	499980	> 99.9%

Value	Count	Frequency (%)
	500000	100.0%

Value	Count	Frequency (%)
	500000	100.0%

vitamin-a_100g
Numeric

Distinct count	2307
Unique (%)	0.5%
Missing (%)	73.1%
Missing (n)	365430
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.001021914102
Minimum	-0.0003396
Maximum	73
Zeros (%)	15.4%

Toggle details

Quantile statistics

Minimum	-0.0003396
5-th percentile	0
Q1	0
Median	0
Q3	0.0001071
95-th percentile	0.0006177
Maximum	73
Range	73.0003396
Interquartile range	0.0001071

Descriptive statistics

Standard deviation	0.213683323
Coef of variation	209.1010611
Kurtosis	103050.3469
Mean	0.001021914102
MAD	0.001829684597
Skewness	311.3775883
Sum	137.5189806
Variance	0.04566056254
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	76914	15.4%
0.0003213	2551	0.5%
0.0002142	2302	0.5%
0.0001071	1786	0.4%
9.99e-05	1638	0.3%
6.24e-05	1449	0.3%
0.0002001	1204	0.2%
7.5e-05	731	0.1%
0.0004287	675	0.1%
5.31e-05	638	0.1%
Other values (2296)	44682	8.9%
(Missing)	365430	73.1%

Minimum 5 values

Value	Count	Frequency (%)
-0.0003396	1	< 0.1%
0	76914	15.4%
5.77e-08	1	< 0.1%
3e-07	1	< 0.1%
6.02e-07	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
73	1	< 0.1%
26.7	1	< 0.1%
8.95	1	< 0.1%
4	1	< 0.1%
2	1	< 0.1%

vitamin-b12_100g
Numeric

Distinct count	410
Unique (%)	0.1%
Missing (%)	99.0%
Missing (n)	495211
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002999185909
Minimum	0
Maximum	2.1
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	2.5e-07
Q1	8.8e-07
Median	2.1e-06
Q3	4.84e-06
95-th percentile	2.069e-05
Maximum	2.1
Range	2.1
Interquartile range	3.96e-06

Descriptive statistics

Standard deviation	0.07238338069
Coef of variation	24.13434274
Kurtosis	765.1898574
Mean	0.002999185909
MAD	0.005965717852
Skewness	27.22739974
Sum	14.36310132
Variance	0.0052393538
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5e-06	314	0.1%
2.5e-07	280	0.1%
1.25e-06	182	< 0.1%
2.5e-06	130	< 0.1%
1.71e-06	121	< 0.1%
5e-07	118	< 0.1%
3e-05	116	< 0.1%
0	111	< 0.1%
4.69e-06	107	< 0.1%
5.56e-06	103	< 0.1%
Other values (399)	3207	0.6%
(Missing)	495211	99.0%

Minimum 5 values

Value	Count	Frequency (%)
0	111	< 0.1%
1.2e-09	1	< 0.1%
5e-08	4	< 0.1%
5.88e-08	1	< 0.1%
7e-08	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2.1	5	< 0.1%
1.4	1	< 0.1%
0.72	1	< 0.1%
0.38	4	< 0.1%
0.148	1	< 0.1%

vitamin-b1_100g
Numeric

Distinct count	748
Unique (%)	0.1%
Missing (%)	97.9%
Missing (n)	489429
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.381988975
Minimum	0
Maximum	6070
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.0002795
Q1	0.0047
Median	0.014
Q3	0.441
95-th percentile	1.172
Maximum	6070
Range	6070
Interquartile range	0.4363

Descriptive statistics

Standard deviation	59.53639104
Coef of variation	43.08022142
Kurtosis	10215.97075
Mean	1.381988975
MAD	2.245863464
Skewness	100.2596999
Sum	14609.00545
Variance	3544.581858
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.005	554	0.1%
0.003	492	0.1%
0.004	485	0.1%
0.008	447	0.1%
0.009	444	0.1%
0.804	440	0.1%
0.012	398	0.1%
0.002	321	0.1%
0	320	0.1%
0.001	245	< 0.1%
Other values (737)	6425	1.3%
(Missing)	489429	97.9%

Minimum 5 values

Value	Count	Frequency (%)
0	320	0.1%
3e-08	1	< 0.1%
3.3e-07	1	< 0.1%
3.77e-07	1	< 0.1%
2e-06	11	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6070	1	< 0.1%
267	1	< 0.1%
250	1	< 0.1%
239	2	< 0.1%
167	1	< 0.1%

vitamin-b2_100g
Numeric

Distinct count	1076
Unique (%)	0.2%
Missing (%)	98.0%
Missing (n)	489759
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.270392682
Minimum	0
Maximum	42.5
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.00021
Q1	0.003036
Median	0.015179
Q3	0.303571
95-th percentile	1.214286
Maximum	42.5
Range	42.5
Interquartile range	0.300535

Descriptive statistics

Standard deviation	1.305758185
Coef of variation	4.829118063
Kurtosis	786.6188795
Mean	0.270392682
MAD	0.3213082138
Skewness	26.12876971
Sum	2769.091456
Variance	1.705004437
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.004554	506	0.1%
0	354	0.1%
0.014167	345	0.1%
0.455357	316	0.1%
0.303571	286	0.1%
0.242857	177	< 0.1%
0.003036	167	< 0.1%
0.34	165	< 0.1%
0.2125	139	< 0.1%
0.003269	121	< 0.1%
Other values (1065)	7665	1.5%
(Missing)	489759	98.0%

Minimum 5 values

Value	Count	Frequency (%)
0	354	0.1%
2.1e-07	1	< 0.1%
3.7e-07	1	< 0.1%
1.08e-06	1	< 0.1%
5e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
42.5	6	< 0.1%
35.416667	2	< 0.1%
28.846154	1	< 0.1%
26.785714	1	< 0.1%
20	1	< 0.1%

vitamin-b6_100g
Numeric

Distinct count	645
Unique (%)	0.1%
Missing (%)	98.7%
Missing (n)	493716
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.4621550612
Minimum	0
Maximum	323
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	5e-05
Q1	0.00025
Median	0.000698
Q3	0.001562
95-th percentile	0.006897
Maximum	323
Range	323
Interquartile range	0.001312

Descriptive statistics

Standard deviation	7.298275258
Coef of variation	15.79183238
Kurtosis	830.4665083
Mean	0.4621550612
MAD	0.9078268045
Skewness	25.26195524
Sum	2904.182404
Variance	53.26482174
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.001667	329	0.1%
8.3e-05	257	0.1%
0.000385	166	< 0.1%
0.000286	150	< 0.1%
0	139	< 0.1%
0.000571	139	< 0.1%
0.001562	134	< 0.1%
5e-05	116	< 0.1%
0.01	115	< 0.1%
0.000833	107	< 0.1%
Other values (634)	4632	0.9%
(Missing)	493716	98.7%

Minimum 5 values

Value	Count	Frequency (%)
0	139	< 0.1%
2.1e-07	1	< 0.1%
3e-07	1	< 0.1%
6e-06	2	< 0.1%
1e-05	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
323	1	< 0.1%
185	2	< 0.1%
139	2	< 0.1%
135	1	< 0.1%
100	1	< 0.1%

vitamin-b9_100g
Numeric

Distinct count	340
Unique (%)	0.1%
Missing (%)	99.0%
Missing (n)	495230
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02402238775
Minimum	0
Maximum	72.3
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1.5e-05
Q1	3e-05
Median	4.7e-05
Q3	6.2e-05
95-th percentile	0.00019455
Maximum	72.3
Range	72.3
Interquartile range	3.2e-05

Descriptive statistics

Standard deviation	1.11297015
Coef of variation	46.33053805
Kurtosis	3771.380978
Mean	0.02402238775
MAD	0.04778073977
Skewness	59.52537129
Sum	114.5867896
Variance	1.238702554
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5.6e-05	502	0.1%
3e-05	464	0.1%
2.8e-05	284	0.1%
3.2e-05	135	< 0.1%
4.3e-05	131	< 0.1%
5.5e-05	129	< 0.1%
5.7e-05	117	< 0.1%
3.1e-05	106	< 0.1%
7e-05	104	< 0.1%
2.9e-05	99	< 0.1%
Other values (329)	2699	0.5%
(Missing)	495230	99.0%

Minimum 5 values

Value	Count	Frequency (%)
0	21	< 0.1%
1e-06	23	< 0.1%
2e-06	27	< 0.1%
3e-06	4	< 0.1%
3.33e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
72.3	1	< 0.1%
23.076923	1	< 0.1%
10.5	1	< 0.1%
6.25	1	< 0.1%
0.7	1	< 0.1%

vitamin-c_100g
Numeric

Distinct count	1165
Unique (%)	0.2%
Missing (%)	72.5%
Missing (n)	362595
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02949693794
Minimum	-0.0021
Maximum	716.9811
Zeros (%)	17.7%

Toggle details

Quantile statistics

Minimum	-0.0021
5-th percentile	0
Q1	0
Median	0
Q3	0.0035
95-th percentile	0.0321
Maximum	716.9811
Range	716.9832
Interquartile range	0.0035

Descriptive statistics

Standard deviation	2.652248305
Coef of variation	89.91605535
Kurtosis	50916.06515
Mean	0.02949693794
MAD	0.05059323553
Skewness	214.567111
Sum	4053.026758
Variance	7.034421072
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	88645	17.7%
0.001	1338	0.3%
0.0043	1200	0.2%
0.004	1198	0.2%
0.0021	1118	0.2%
0.0214	968	0.2%
0.025	965	0.2%
0.03	957	0.2%
0.008	957	0.2%
0.0014	812	0.2%
Other values (1154)	39247	7.8%
(Missing)	362595	72.5%

Minimum 5 values

Value	Count	Frequency (%)
-0.0021	1	< 0.1%
0	88645	17.7%
6e-06	2	< 0.1%
1.211e-05	1	< 0.1%
4.62e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
716.9811	1	< 0.1%
500	1	< 0.1%
370.3704	1	< 0.1%
152.9412	1	< 0.1%
80.6	1	< 0.1%

vitamin-d_100g
Numeric

Distinct count	384
Unique (%)	0.1%
Missing (%)	98.6%
Missing (n)	493137
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.005078645052
Minimum	0
Maximum	9.8
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.05e-06
Median	1.175e-06
Q3	3.325e-06
95-th percentile	1.0725e-05
Maximum	9.8
Range	9.8
Interquartile range	2.275e-06

Descriptive statistics

Standard deviation	0.1451027419
Coef of variation	28.57115242
Kurtosis	3153.75768
Mean	0.005078645052
MAD	0.01011173746
Skewness	50.92381209
Sum	34.85474099
Variance	0.0210548057
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.05e-06	1608	0.3%
0	389	0.1%
3.325e-06	315	0.1%
1.25e-06	245	< 0.1%
4.25e-07	235	< 0.1%
1e-06	208	< 0.1%
1.175e-06	189	< 0.1%
7.5e-07	166	< 0.1%
8.75e-07	146	< 0.1%
1.075e-06	125	< 0.1%
Other values (373)	3237	0.6%
(Missing)	493137	98.6%

Minimum 5 values

Value	Count	Frequency (%)
0	389	0.1%
2.5e-08	1	< 0.1%
7.5e-08	14	< 0.1%
1e-07	2	< 0.1%
1.25e-07	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9.8	1	< 0.1%
3.4	2	< 0.1%
3.2	1	< 0.1%
1.5	2	< 0.1%
1.25	2	< 0.1%

vitamin-e_100g
Numeric

Distinct count	240
Unique (%)	< 0.1%
Missing (%)	99.8%
Missing (n)	499094
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1129858772
Minimum	0
Maximum	19
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.0007075
Q1	0.0018
Median	0.00608
Q3	0.012
95-th percentile	0.05
Maximum	19
Range	19
Interquartile range	0.0102

Descriptive statistics

Standard deviation	1.120213671
Coef of variation	9.914634451
Kurtosis	157.8822038
Mean	0.1129858772
MAD	0.2014396989
Skewness	12.13842454
Sum	102.3652048
Variance	1.254878668
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0018	85	< 0.1%
0.011	39	< 0.1%
0.012	38	< 0.1%
0.01	35	< 0.1%
0.005	29	< 0.1%
0.002	29	< 0.1%
0.0036	19	< 0.1%
0.008	14	< 0.1%
0.017	14	< 0.1%
0.007	13	< 0.1%
Other values (229)	591	0.1%
(Missing)	499094	99.8%

Minimum 5 values

Value	Count	Frequency (%)
0	7	< 0.1%
6e-07	1	< 0.1%
1.45e-06	1	< 0.1%
9.7e-06	1	< 0.1%
1.1e-05	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
19	1	< 0.1%
13	1	< 0.1%
12.7	1	< 0.1%
12	1	< 0.1%
11	1	< 0.1%

vitamin-k_100g
Numeric

Distinct count	300
Unique (%)	0.1%
Missing (%)	99.8%
Missing (n)	499180
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.03838589521
Minimum	0
Maximum	31.25
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1e-05
Median	2.91e-05
Q3	0.0001091
95-th percentile	0.0008188
Maximum	31.25
Range	31.25
Interquartile range	9.91e-05

Descriptive statistics

Standard deviation	1.091291058
Coef of variation	28.42948045
Kurtosis	819.9898178
Mean	0.03838589521
MAD	0.07620202002
Skewness	28.63537612
Sum	31.47643407
Variance	1.190916172
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	42	< 0.1%
2.94e-05	26	< 0.1%
2.86e-05	23	< 0.1%
5.7e-06	22	< 0.1%
5.71e-05	20	< 0.1%
2.4e-05	19	< 0.1%
1.67e-05	15	< 0.1%
4e-06	14	< 0.1%
2.5e-05	13	< 0.1%
2.35e-05	12	< 0.1%
Other values (289)	614	0.1%
(Missing)	499180	99.8%

Minimum 5 values

Value	Count	Frequency (%)
0	42	< 0.1%
7e-07	5	< 0.1%
9e-07	2	< 0.1%
1.2e-06	3	< 0.1%
1.3e-06	3	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
31.25	1	< 0.1%
0.0696	1	< 0.1%
0.0334	1	< 0.1%
0.0063591	1	< 0.1%
0.0032	1	< 0.1%

vitamin-pp_100g
Numeric

Distinct count	827
Unique (%)	0.2%
Missing (%)	97.8%
Missing (n)	488848
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01765126671
Minimum	0
Maximum	21.428571
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.000615
Q1	0.003077
Median	0.005333
Q3	0.008889
95-th percentile	0.019231
Maximum	21.428571
Range	21.428571
Interquartile range	0.005812

Descriptive statistics

Standard deviation	0.3619200538
Coef of variation	20.50391395
Kurtosis	2582.026421
Mean	0.01765126671
MAD	0.02187780986
Skewness	48.86090719
Sum	196.8469264
Variance	0.1309861254
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.007143	841	0.2%
0.005357	583	0.1%
0.016667	330	0.1%
0.002857	294	0.1%
0.005714	282	0.1%
0.000833	245	< 0.1%
0	244	< 0.1%
0.004286	224	< 0.1%
0.004	190	< 0.1%
0.003846	188	< 0.1%
Other values (816)	7731	1.5%
(Missing)	488848	97.8%

Minimum 5 values

Value	Count	Frequency (%)
0	244	< 0.1%
2.4e-06	1	< 0.1%
2.3e-05	1	< 0.1%
7.3e-05	1	< 0.1%
0.000107	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
21.428571	1	< 0.1%
21	1	< 0.1%
15.9	1	< 0.1%
11.1	1	< 0.1%
9.4	1	< 0.1%

water-hardness_100g
Constant

This variable is constant and should be ignored for analysis

Constant value	nan

zinc_100g
Numeric

Distinct count	417
Unique (%)	0.1%
Missing (%)	99.3%
Missing (n)	496263
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01064117608
Minimum	0
Maximum	10.5
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.000129
Q1	0.00111
Median	0.004
Q3	0.00798
95-th percentile	0.0139
Maximum	10.5
Range	10.5
Interquartile range	0.00687

Descriptive statistics

Standard deviation	0.1887533672
Coef of variation	17.73801748
Kurtosis	2604.657629
Mean	0.01064117608
MAD	0.01176609345
Skewness	48.87189598
Sum	39.766075
Variance	0.03562783364
Memory size	3.8 MiB

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0.0125	262	0.1%
0.00107	119	< 0.1%
0.01172	83	< 0.1%
0.00536	81	< 0.1%
0.00321	79	< 0.1%
0.00682	78	< 0.1%
0	76	< 0.1%
0.00012	74	< 0.1%
0.005	73	< 0.1%
0.0002	73	< 0.1%
Other values (406)	2739	0.5%
(Missing)	496263	99.3%

Minimum 5 values

Value	Count	Frequency (%)
0	76	< 0.1%
2e-05	1	< 0.1%
4e-05	1	< 0.1%
5.4e-05	2	< 0.1%
6e-05	5	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
10.5	1	< 0.1%
3.5	1	< 0.1%
3.1	1	< 0.1%
1.05	1	< 0.1%
0.15	1	< 0.1%

First rows

	-alpha-linolenic-acid_100g	-arachidic-acid_100g	-arachidonic-acid_100g	-behenic-acid_100g	-butyric-acid_100g	-capric-acid_100g	-caproic-acid_100g	-caprylic-acid_100g	-cerotic-acid_100g	-dihomo-gamma-linolenic-acid_100g	-docosahexaenoic-acid_100g	-eicosapentaenoic-acid_100g	-elaidic-acid_100g	-erucic-acid_100g	-fructose_100g	-gamma-linolenic-acid_100g	-glucose_100g	-gondoic-acid_100g	-lactose_100g	-lauric-acid_100g	-lignoceric-acid_100g	-linoleic-acid_100g	-maltodextrins_100g	-maltose_100g	-mead-acid_100g	-melissic-acid_100g	-montanic-acid_100g	-myristic-acid_100g	-nervonic-acid_100g	-oleic-acid_100g	-palmitic-acid_100g	-stearic-acid_100g	-sucrose_100g	additives	additives_en	additives_n	additives_tags	alcohol_100g	allergens	allergens_en	beta-carotene_100g	beta-glucan_100g	bicarbonate_100g	biotin_100g	brands	brands_tags	caffeine_100g	calcium_100g	carbohydrates_100g	carbon-footprint-from-meat-or-fish_100g	carbon-footprint_100g	carnitine_100g	casein_100g	categories	categories_en	categories_tags	chloride_100g	chlorophyl_100g	cholesterol_100g	choline_100g	chromium_100g	cities	cities_tags	cocoa_100g	code	collagen-meat-protein-ratio_100g	copper_100g	countries	countries_en	countries_tags	created_datetime	created_t	creator	emb_codes	emb_codes_tags	energy-from-fat_100g	energy_100g	fat_100g	fiber_100g	first_packaging_code_geo	fluoride_100g	folates_100g	fruits-vegetables-nuts-dried_100g	fruits-vegetables-nuts-estimate_100g	fruits-vegetables-nuts_100g	generic_name	glycemic-index_100g	image_ingredients_small_url	image_ingredients_url	image_nutrition_small_url	image_nutrition_url	image_small_url	image_url	ingredients_from_palm_oil	ingredients_from_palm_oil_n	ingredients_from_palm_oil_tags	ingredients_text	ingredients_that_may_be_from_palm_oil	ingredients_that_may_be_from_palm_oil_n	ingredients_that_may_be_from_palm_oil_tags	inositol_100g	iodine_100g	iron_100g	labels	labels_en	labels_tags	last_modified_datetime	last_modified_t	magnesium_100g	main_category	main_category_en	manganese_100g	manufacturing_places	manufacturing_places_tags	molybdenum_100g	monounsaturated-fat_100g	no_nutriments	nova_group	nucleotides_100g	nutrition-score-fr_100g	nutrition-score-uk_100g	nutrition_grade_fr	omega-3-fat_100g	omega-6-fat_100g	omega-9-fat_100g	origins	origins_tags	packaging	packaging_tags	pantothenic-acid_100g	ph_100g	phosphorus_100g	phylloquinone_100g	pnns_groups_1	pnns_groups_2	polyols_100g	polyunsaturated-fat_100g	potassium_100g	product_name	proteins_100g	purchase_places	quantity	salt_100g	saturated-fat_100g	selenium_100g	serum-proteins_100g	serving_quantity	serving_size	silica_100g	sodium_100g	starch_100g	states	states_en	states_tags	stores	sugars_100g	taurine_100g	traces	traces_en	traces_tags	trans-fat_100g	url	vitamin-a_100g	vitamin-b12_100g	vitamin-b1_100g	vitamin-b2_100g	vitamin-b6_100g	vitamin-b9_100g	vitamin-c_100g	vitamin-d_100g	vitamin-e_100g	vitamin-k_100g	vitamin-pp_100g	water-hardness_100g	zinc_100g
0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000000010	NaN	NaN	en:FR	France	en:france	2019-02-15T16:06:53Z	1550246813	openfoodfacts-contributors	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-02-15T16:06:53Z	1550246813	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:empty, en:to-be-completed, en:nutrition-fac...	Empty,To be completed,Nutrition facts to be co...	en:empty,en:to-be-completed,en:nutrition-facts...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	000000000000010	NaN	NaN	en:FR	France	en:france	2019-02-15T16:07:11Z	1550246831	openfoodfacts-contributors	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-02-15T16:07:11Z	1550246831	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:empty, en:to-be-completed, en:nutrition-fac...	Empty,To be completed,Nutrition facts to be co...	en:empty,en:to-be-completed,en:nutrition-facts...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	70.1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000017	NaN	NaN	France	France	en:france	2018-06-15T10:38:00Z	1529059080	kiliweb	NaN	NaN	NaN	1569.0	7.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-06-25T11:55:18Z	1561463718	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Vitória crackers	7.8	NaN	NaN	1.40	3.08	NaN	NaN	NaN	NaN	NaN	0.560	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	15.0	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000031	NaN	NaN	France	France	en:france	2018-10-13T21:06:14Z	1539464774	isagoofy	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-10-13T21:06:57Z	1539464817	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Cacao	NaN	NaN	130 g	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Watt	watt	NaN	NaN	NaN	NaN	NaN	NaN	NaN	fr:Xsf	fr:xsf	fr:xsf	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	00000000001111111111	NaN	NaN	en:France	France	en:france	2019-06-08T18:56:13Z	1560020173	openfoodfacts-contributors	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-06-08T18:56:13Z	1560020173	NaN	fr:xsf	fr:xsf	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Sfiudwx	NaN	NaN	dgesc	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4.8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000123	NaN	NaN	France	France	en:france	2018-08-31T17:53:02Z	1535737982	kiliweb	NaN	NaN	NaN	88.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-08-31T17:53:06Z	1535737986	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Sauce Sweety chili 0%	0.2	NaN	NaN	2.04	0.00	NaN	NaN	NaN	NaN	NaN	0.816	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	0.4	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	10.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000178	NaN	NaN	France	France	en:france	2018-11-17T12:05:32Z	1542456332	kiliweb	NaN	NaN	NaN	251.0	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-11-17T12:05:33Z	1542456333	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Mini coco	2.0	NaN	NaN	1.15	1.00	NaN	NaN	NaN	NaN	NaN	0.460	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	3.0	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000208	NaN	NaN	France	France	en:france	2018-12-07T18:34:40Z	1544207680	kiliweb	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-12-07T18:34:43Z	1544207683	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Pistou d'ail des ours	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000284	NaN	NaN	en:france	France	en:france	2019-01-10T11:37:25Z	1547120245	kiliweb	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-01-10T11:37:26Z	1547120246	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Pain maïs	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0000000000291	NaN	NaN	France	France	en:france	2018-08-14T09:41:09Z	1534239669	kiliweb	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-08-14T09:42:12Z	1534239732	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Mendiants	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/0000...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Last rows

	-alpha-linolenic-acid_100g	-arachidic-acid_100g	-arachidonic-acid_100g	-behenic-acid_100g	-butyric-acid_100g	-capric-acid_100g	-caproic-acid_100g	-caprylic-acid_100g	-cerotic-acid_100g	-dihomo-gamma-linolenic-acid_100g	-docosahexaenoic-acid_100g	-eicosapentaenoic-acid_100g	-elaidic-acid_100g	-erucic-acid_100g	-fructose_100g	-gamma-linolenic-acid_100g	-glucose_100g	-gondoic-acid_100g	-lactose_100g	-lauric-acid_100g	-lignoceric-acid_100g	-linoleic-acid_100g	-maltodextrins_100g	-maltose_100g	-mead-acid_100g	-melissic-acid_100g	-montanic-acid_100g	-myristic-acid_100g	-nervonic-acid_100g	-oleic-acid_100g	-palmitic-acid_100g	-stearic-acid_100g	-sucrose_100g	additives	additives_en	additives_n	additives_tags	alcohol_100g	allergens	allergens_en	beta-carotene_100g	beta-glucan_100g	bicarbonate_100g	biotin_100g	brands	brands_tags	caffeine_100g	calcium_100g	carbohydrates_100g	carbon-footprint-from-meat-or-fish_100g	carbon-footprint_100g	carnitine_100g	casein_100g	categories	categories_en	categories_tags	chloride_100g	chlorophyl_100g	cholesterol_100g	choline_100g	chromium_100g	cities	cities_tags	cocoa_100g	code	collagen-meat-protein-ratio_100g	copper_100g	countries	countries_en	countries_tags	created_datetime	created_t	creator	emb_codes	emb_codes_tags	energy-from-fat_100g	energy_100g	fat_100g	fiber_100g	first_packaging_code_geo	fluoride_100g	folates_100g	fruits-vegetables-nuts-dried_100g	fruits-vegetables-nuts-estimate_100g	fruits-vegetables-nuts_100g	generic_name	glycemic-index_100g	image_ingredients_small_url	image_ingredients_url	image_nutrition_small_url	image_nutrition_url	image_small_url	image_url	ingredients_from_palm_oil	ingredients_from_palm_oil_n	ingredients_from_palm_oil_tags	ingredients_text	ingredients_that_may_be_from_palm_oil	ingredients_that_may_be_from_palm_oil_n	ingredients_that_may_be_from_palm_oil_tags	inositol_100g	iodine_100g	iron_100g	labels	labels_en	labels_tags	last_modified_datetime	last_modified_t	magnesium_100g	main_category	main_category_en	manganese_100g	manufacturing_places	manufacturing_places_tags	molybdenum_100g	monounsaturated-fat_100g	no_nutriments	nova_group	nucleotides_100g	nutrition-score-fr_100g	nutrition-score-uk_100g	nutrition_grade_fr	omega-3-fat_100g	omega-6-fat_100g	omega-9-fat_100g	origins	origins_tags	packaging	packaging_tags	pantothenic-acid_100g	ph_100g	phosphorus_100g	phylloquinone_100g	pnns_groups_1	pnns_groups_2	polyols_100g	polyunsaturated-fat_100g	potassium_100g	product_name	proteins_100g	purchase_places	quantity	salt_100g	saturated-fat_100g	selenium_100g	serum-proteins_100g	serving_quantity	serving_size	silica_100g	sodium_100g	starch_100g	states	states_en	states_tags	stores	sugars_100g	taurine_100g	traces	traces_en	traces_tags	trans-fat_100g	url	vitamin-a_100g	vitamin-b12_100g	vitamin-b1_100g	vitamin-b2_100g	vitamin-b6_100g	vitamin-b9_100g	vitamin-c_100g	vitamin-d_100g	vitamin-e_100g	vitamin-k_100g	vitamin-pp_100g	water-hardness_100g	zinc_100g
499990	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705051705	NaN	NaN	France	France	en:france	2018-11-24T12:12:00Z	1543061520	kiliweb	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-11-24T12:12:03Z	1543061523	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Magret de canard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499991	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	6.7	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705051743	NaN	NaN	France	France	en:france	2018-11-10T18:24:51Z	1541874291	kiliweb	NaN	NaN	NaN	1933.0	46.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-11-10T18:24:54Z	1541874294	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Alliance de bloc de foie gras de canard	4.0	NaN	NaN	0.7	18.0	NaN	NaN	NaN	NaN	NaN	0.28	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	5.4	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499992	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3.6	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705051750	NaN	NaN	en:france	France	en:france	2018-12-25T12:32:38Z	1545741158	kiliweb	NaN	NaN	NaN	1423.0	27.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-12-25T12:33:19Z	1545741199	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Farce festive de canard	20.0	NaN	NaN	2.2	9.4	NaN	NaN	NaN	NaN	NaN	0.88	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	1.8	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499993	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	E250 - Sodium nitrite	1.0	en:e250	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Maistres Occitans	maistres-occitans	NaN	NaN	2.1	NaN	NaN	NaN	NaN	Poissons et viandes et oeufs, Foies gras, Foie...	Fish and meat and eggs,Foies gras,Foies gras f...	en:fish-and-meat-and-eggs,en:foies-gras,en:foi...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705052023	NaN	NaN	France	France	en:france	2017-12-14T19:25:00Z	1513279500	kiliweb	NaN	NaN	NaN	2284.0	57.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	0.0	NaN	Foie gras de canard, eau, sel, Armagnac, poivr...	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2017-12-14T19:58:42Z	1513281522	NaN	en:fish-and-meat-and-eggs	Fish and meat and eggs	NaN	NaN	NaN	NaN	NaN	NaN	3.0	NaN	21.0	21.0	e	NaN	NaN	NaN	France,Sud-Ouest de la France	france,sud-ouest-de-la-france	Carton,plastique	carton,plastique	NaN	NaN	NaN	NaN	Salty snacks	Salty and fatty products	NaN	NaN	NaN	Duo de Bloc de Foie Gras de Canard du Sud-Oues...	4.9	NaN	NaN	1.2	22.0	NaN	NaN	NaN	NaN	NaN	0.48	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	2.0	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499994	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	27.2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705052665	NaN	NaN	France	France	en:france	2018-09-02T12:23:22Z	1535891002	kiliweb	NaN	NaN	NaN	485.0	0.2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2018-09-02T12:23:27Z	1535891007	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Confit du soleil	0.6	NaN	NaN	1.5	0.0	NaN	NaN	NaN	NaN	NaN	0.60	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	26.0	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499995	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Viandes, Charcuteries, Produits à la viande, T...	Meats,Prepared meats,Meat-based products,Terri...	en:meats,en:prepared-meats,en:meat-based-produ...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705053228	NaN	NaN	France	France	en:france	2018-11-02T12:19:32Z	1541161172	kiliweb	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-01-09T11:12:36Z	1547032356	NaN	en:meats	Meats	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Fish Meat Eggs	Processed meat	NaN	NaN	NaN	Terrine de campagne au chorizo	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	en:to-be-completed, en:nutrition-facts-to-be-c...	To be completed,Nutrition facts to be complete...	en:to-be-completed,en:nutrition-facts-to-be-co...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499996	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2.1	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705053914	NaN	NaN	en:fr	France	en:france	2019-07-19T18:00:24Z	1563559224	kiliweb	NaN	NaN	NaN	2280.0	57.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2019-07-19T18:11:39Z	1563559899	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	unknown	unknown	NaN	NaN	NaN	Bloc de foie gras de canard du sud-ouest	4.9	NaN	130 g	1.3	22.0	NaN	NaN	NaN	NaN	NaN	0.52	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	2.0	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499997	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Maison Occitane	maison-occitane	NaN	NaN	2.0	NaN	NaN	NaN	NaN	Poissons et viandes et oeufs, Foies gras, Foie...	Fish and meat and eggs,Foies gras,Foies gras f...	en:fish-and-meat-and-eggs,en:foies-gras,en:foi...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705053938	NaN	NaN	France	France	en:france	2017-12-12T19:05:05Z	1513105505	kiliweb	NaN	NaN	NaN	2247.0	55.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	0.0	NaN	foie gras de canard, sel, poivre.	NaN	0.0	NaN	NaN	NaN	NaN	IGP, Sans nitrite de sodium	PGI,Without sodium nitrite	en:pgi,en:without-sodium-nitrite	2017-12-23T20:36:17Z	1514061377	NaN	en:fish-and-meat-and-eggs	Fish and meat and eggs	NaN	NaN	NaN	NaN	NaN	NaN	3.0	NaN	21.0	21.0	e	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Salty snacks	Salty and fatty products	NaN	NaN	NaN	Foie gras de canard	7.9	NaN	300 g	1.2	23.0	NaN	NaN	NaN	NaN	NaN	0.48	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	1.5	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499998	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	La quercynoise,Maison occitane	la-quercynoise,maison-occitane	NaN	NaN	2.0	NaN	NaN	NaN	NaN	Poissons et viandes et oeufs, Foies gras, Foie...	Fish and meat and eggs,Foies gras,Foies gras f...	en:fish-and-meat-and-eggs,en:foies-gras,en:foi...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705053945	NaN	NaN	France	France	en:france	2018-05-11T15:35:19Z	1526052919	kiliweb	NaN	NaN	NaN	2247.0	55.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	IGP	PGI	en:pgi	2018-05-11T19:23:45Z	1526066625	NaN	en:fish-and-meat-and-eggs	Fish and meat and eggs	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	21.0	21.0	e	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Salty snacks	Salty and fatty products	NaN	NaN	NaN	Foie gras de canard entier du sud-ouest	7.9	NaN	130 g	1.2	55.0	NaN	NaN	NaN	NaN	NaN	0.48	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	1.5	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
499999	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Maison Occitane	maison-occitane	NaN	NaN	2.0	NaN	NaN	NaN	NaN	Poissons et viandes et oeufs, Foies gras, Foie...	Fish and meat and eggs,Foies gras,Foies gras f...	en:fish-and-meat-and-eggs,en:foies-gras,en:foi...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3443705053952	NaN	NaN	France	France	en:france	2018-04-10T17:37:44Z	1523381864	kiliweb	NaN	NaN	NaN	2247.0	55.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	NaN	https://static.openfoodfacts.org/images/produc...	https://static.openfoodfacts.org/images/produc...	NaN	0.0	NaN	Foie gras de canard, sel, poivre.	NaN	0.0	NaN	NaN	NaN	NaN	Sans nitrite de sodium	Without sodium nitrite	en:without-sodium-nitrite	2018-04-10T18:21:53Z	1523384513	NaN	en:fish-and-meat-and-eggs	Fish and meat and eggs	NaN	NaN	NaN	NaN	NaN	NaN	3.0	NaN	21.0	21.0	e	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Salty snacks	Salty and fatty products	NaN	NaN	NaN	Foie gras de canard entier du sud ouest	7.9	NaN	180 g e	1.2	23.0	NaN	NaN	NaN	NaN	NaN	0.48	NaN	en:to-be-completed, en:nutrition-facts-complet...	To be completed,Nutrition facts completed,Ingr...	en:to-be-completed,en:nutrition-facts-complete...	NaN	1.5	NaN	NaN	NaN	NaN	NaN	http://world-en.openfoodfacts.org/product/3443...	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Missing values

Sample

First rows

Last rows